From 1b8bfa723074d06c8f918ea6a5a308276ec3ca95 Mon Sep 17 00:00:00 2001
From: Donato Capitella <donato.capitella@reversec.com>
Date: Sun, 30 Nov 2025 11:17:29 +0000
Subject: [PATCH] added initial benchmark results

---
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 docs/results.json                             | 54423 +++-------------
 199 files changed, 11788 insertions(+), 44691 deletions(-)
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diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..925943e
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |     1543.57 ± 178.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.52 ± 0.14 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..759f99f
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       655.20 ± 11.76 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         52.00 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly__fa1__dual.log
new file mode 100644
index 0000000..b1b30bd
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1626.90 ± 24.29 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         56.95 ± 0.63 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log
new file mode 100644
index 0000000..19defb9
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        645.15 ± 5.88 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         51.85 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..6251c27
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1573.70 ± 86.22 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.94 ± 0.15 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..a5e9770
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        681.11 ± 9.98 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.99 ± 0.09 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9__fa1__dual.log
new file mode 100644
index 0000000..091ba2b
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1617.14 ± 72.83 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.48 ± 0.08 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log
new file mode 100644
index 0000000..6c027f2
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       671.33 ± 34.85 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.44 ± 0.08 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..f79196d
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1699.96 ± 17.30 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.28 ± 0.14 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..0bd7513
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        672.15 ± 7.22 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         52.41 ± 0.51 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4__fa1__dual.log
new file mode 100644
index 0000000..bb09453
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |     1532.28 ± 244.19 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.91 ± 0.12 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log
new file mode 100644
index 0000000..da0efcf
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        684.36 ± 9.67 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         52.62 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..a4d4821
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1590.83 ± 63.43 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.90 ± 0.10 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..02d0e00
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        683.23 ± 3.48 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.93 ± 0.07 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1__fa1__dual.log
new file mode 100644
index 0000000..66ba06a
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |     1577.37 ± 164.50 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.25 ± 0.10 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1__hblt0__fa1__dual.log
new file mode 100644
index 0000000..7b1015f
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__rocm7.1__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       689.58 ± 10.51 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.45 ± 0.06 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__vulkan_amdvlk__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__vulkan_amdvlk__fa1__dual.log
new file mode 100644
index 0000000..33eb634
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__vulkan_amdvlk__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |        336.52 ± 4.47 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |         14.83 ± 0.41 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__vulkan_radv__fa1__dual.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__vulkan_radv__fa1__dual.log
new file mode 100644
index 0000000..044831c
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002__vulkan_radv__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |     1685.39 ± 159.20 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |         25.37 ± 0.82 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly-rocwmma__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly-rocwmma__fa1__single.log
new file mode 100644
index 0000000..c17fabf
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      3029.83 ± 29.89 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        107.69 ± 0.79 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly-rocwmma__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..4c68624
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      3014.05 ± 33.10 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        108.03 ± 0.41 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly__fa1__single.log
new file mode 100644
index 0000000..e867f5c
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2974.25 ± 26.95 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        107.14 ± 0.45 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly__hblt0__fa1__single.log
new file mode 100644
index 0000000..5e0d646
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7-nightly__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2905.24 ± 49.34 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        107.17 ± 0.45 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9-rocwmma__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9-rocwmma__fa1__single.log
new file mode 100644
index 0000000..6614e0c
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2819.42 ± 24.05 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        101.46 ± 0.29 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9-rocwmma__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..bfdf82b
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2831.10 ± 38.83 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        101.12 ± 0.38 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9__fa1__single.log
new file mode 100644
index 0000000..8236238
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2900.63 ± 29.61 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        102.39 ± 0.13 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9__hblt0__fa1__single.log
new file mode 100644
index 0000000..0663516
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.9__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2864.22 ± 14.47 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        102.81 ± 0.37 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4-rocwmma__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4-rocwmma__fa1__single.log
new file mode 100644
index 0000000..3575767
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2819.84 ± 23.93 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        106.53 ± 0.43 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4-rocwmma__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..063c0b6
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2841.40 ± 38.04 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        106.60 ± 0.31 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__single.log
new file mode 100644
index 0000000..6746896
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2945.06 ± 35.71 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        105.64 ± 0.54 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__single.log
new file mode 100644
index 0000000..e460591
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2958.74 ± 12.12 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        105.96 ± 0.24 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1-rocwmma__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1-rocwmma__fa1__single.log
new file mode 100644
index 0000000..d64396e
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       2799.37 ± 7.73 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        101.37 ± 0.25 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1-rocwmma__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..f0e37e4
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2816.37 ± 26.52 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        101.43 ± 0.23 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1__fa1__single.log
new file mode 100644
index 0000000..0b2c542
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2873.53 ± 17.86 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        103.10 ± 0.46 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1__hblt0__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1__hblt0__fa1__single.log
new file mode 100644
index 0000000..9def979
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      2876.61 ± 20.40 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |        102.77 ± 0.31 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__single.log
new file mode 100644
index 0000000..10e2660
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |     1532.93 ± 158.64 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |        112.70 ± 0.06 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__single.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__single.log
new file mode 100644
index 0000000..497443c
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |     1353.29 ± 143.93 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |        102.36 ± 0.73 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..36395e6
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        746.19 ± 3.50 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         31.19 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..8d2911c
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        691.91 ± 4.04 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.64 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly__fa1__dual.log
new file mode 100644
index 0000000..dff20be
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        744.87 ± 4.36 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         30.61 ± 0.95 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly__hblt0__fa1__dual.log
new file mode 100644
index 0000000..64a4698
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7-nightly__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        689.70 ± 3.91 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.70 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..d2f708c
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        734.30 ± 4.45 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         30.83 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..69abdae
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        755.65 ± 2.29 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         31.06 ± 0.08 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9__fa1__dual.log
new file mode 100644
index 0000000..1fee121
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        738.77 ± 1.95 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         30.85 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9__hblt0__fa1__dual.log
new file mode 100644
index 0000000..e697edd
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm-7.9__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        761.15 ± 0.65 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         30.97 ± 0.07 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..618ea1c
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |       678.02 ± 26.20 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         30.84 ± 0.12 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..c6c09ad
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        685.55 ± 6.26 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         27.85 ± 0.17 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4__fa1__dual.log
new file mode 100644
index 0000000..e721e81
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |      664.88 ± 136.58 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         31.27 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1__dual.log
new file mode 100644
index 0000000..c6387b8
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        692.42 ± 0.22 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         27.42 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1-rocwmma__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..463d594
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        723.69 ± 8.04 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         30.85 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..61cd77a
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        751.01 ± 2.42 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         31.17 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1__fa1__dual.log
new file mode 100644
index 0000000..638e61e
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        731.65 ± 3.93 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         30.99 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1__hblt0__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1__hblt0__fa1__dual.log
new file mode 100644
index 0000000..a42dd8a
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__rocm7.1__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        755.98 ± 3.76 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         31.20 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__vulkan_amdvlk__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__vulkan_amdvlk__fa1__dual.log
new file mode 100644
index 0000000..c8bb073
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__vulkan_amdvlk__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | Vulkan     |  99 |  1 |           pp512 |        358.44 ± 0.84 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | Vulkan     |  99 |  1 |           tg128 |         30.61 ± 0.17 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__vulkan_radv__fa1__dual.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__vulkan_radv__fa1__dual.log
new file mode 100644
index 0000000..30d67d7
--- /dev/null
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL__vulkan_radv__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | Vulkan     |  99 |  1 |           pp512 |        295.49 ± 0.36 |
+| qwen3next ?B Q4_K - Medium     |  42.01 GiB |    79.67 B | Vulkan     |  99 |  1 |           tg128 |         21.56 ± 0.16 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly-rocwmma__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly-rocwmma__fa1__single.log
new file mode 100644
index 0000000..9c74023
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1475.87 ± 6.84 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         30.94 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..639db26
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1209.56 ± 3.22 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         30.93 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly__fa1__single.log
new file mode 100644
index 0000000..0aad4f9
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1470.53 ± 4.40 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.24 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly__hblt0__fa1__single.log
new file mode 100644
index 0000000..be5997e
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7-nightly__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1194.33 ± 0.71 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.25 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9-rocwmma__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9-rocwmma__fa1__single.log
new file mode 100644
index 0000000..ed85ffd
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |      2639.48 ± 23.85 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         30.98 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..1b2fb59
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1841.65 ± 6.92 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         30.96 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9__fa1__single.log
new file mode 100644
index 0000000..3fbc8d0
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       2781.05 ± 5.48 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.25 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9__hblt0__fa1__single.log
new file mode 100644
index 0000000..a030009
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.9__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1905.36 ± 8.03 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.25 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4-rocwmma__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4-rocwmma__fa1__single.log
new file mode 100644
index 0000000..1fac751
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |      2757.27 ± 20.99 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.01 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..84f5508
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1924.47 ± 6.43 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         30.97 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__single.log
new file mode 100644
index 0000000..dfed65d
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |      2875.43 ± 26.48 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.26 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__single.log
new file mode 100644
index 0000000..e3ce07a
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1976.49 ± 8.76 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.27 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1-rocwmma__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1-rocwmma__fa1__single.log
new file mode 100644
index 0000000..e4911b6
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       2620.76 ± 8.66 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         30.95 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..907a9e5
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1828.43 ± 7.53 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         30.97 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1__fa1__single.log
new file mode 100644
index 0000000..5dd6519
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       2788.00 ± 4.06 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.29 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1__hblt0__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1__hblt0__fa1__single.log
new file mode 100644
index 0000000..5f4836d
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |       1912.89 ± 8.88 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         31.30 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__single.log
new file mode 100644
index 0000000..f339456
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           pp512 |      1502.24 ± 99.88 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           tg128 |         30.58 ± 0.21 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__single.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__single.log
new file mode 100644
index 0000000..8c098fe
--- /dev/null
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           pp512 |     1328.74 ± 100.82 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           tg128 |         27.25 ± 0.14 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..a5c3df4
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1590.78 ± 0.99 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.45 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..f8d1186
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        183.73 ± 0.09 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.30 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly__fa1__dual.log
new file mode 100644
index 0000000..82d6e12
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1522.51 ± 5.17 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.46 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log
new file mode 100644
index 0000000..90ef794
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        182.11 ± 0.08 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.32 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..039f682
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1589.12 ± 0.47 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.48 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..32f1a6c
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        176.22 ± 0.11 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.49 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9__fa1__dual.log
new file mode 100644
index 0000000..cbbdc1f
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1578.72 ± 2.69 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.48 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log
new file mode 100644
index 0000000..10f5dfe
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        175.03 ± 0.20 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.48 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..c966ae6
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1270.25 ± 1.64 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.49 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..3939f74
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        178.54 ± 0.09 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.36 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__dual.log
new file mode 100644
index 0000000..9b75e6f
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1313.33 ± 2.59 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.50 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log
new file mode 100644
index 0000000..4a29562
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        180.29 ± 0.06 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.38 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1-rocwmma__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..5a5e015
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1559.16 ± 2.09 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.48 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..7ded75f
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        174.47 ± 0.15 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.48 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1__fa1__dual.log
new file mode 100644
index 0000000..e1506e7
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |       1586.67 ± 5.72 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.49 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1__hblt0__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1__hblt0__fa1__dual.log
new file mode 100644
index 0000000..7cc4730
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        175.85 ± 0.19 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          9.49 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__dual.log
new file mode 100644
index 0000000..b637d05
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+ggml_vulkan: Device memory allocation of size 2819260416 failed.
+ggml_vulkan: Requested buffer size exceeds device buffer size limit: ErrorOutOfDeviceMemory
+main: error: failed to load model '/home/kyuz0/models/gemma-3/BF16/gemma-3-27b-it-BF16-00001-of-00002.gguf'
+✖ ! [vulkan_amdvlk] gemma-3-27b-it-BF16-00001-of-00002__fa1 failed (exit 0)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__dual.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__dual.log
new file mode 100644
index 0000000..d73005d
--- /dev/null
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |           pp512 |        557.39 ± 0.99 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |           tg128 |          9.08 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly-rocwmma__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly-rocwmma__fa1__single.log
new file mode 100644
index 0000000..76b5eeb
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6665.84 ± 134.80 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        123.76 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..f3f9397
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6646.29 ± 124.81 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        123.48 ± 0.07 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly__fa1__single.log
new file mode 100644
index 0000000..b0af749
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6415.41 ± 135.85 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        127.03 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly__hblt0__fa1__single.log
new file mode 100644
index 0000000..fefa319
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7-nightly__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6220.27 ± 379.38 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        126.86 ± 0.05 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9-rocwmma__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9-rocwmma__fa1__single.log
new file mode 100644
index 0000000..c8481e1
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6010.31 ± 117.03 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        121.51 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..fdd4d96
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6011.29 ± 107.57 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        121.44 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9__fa1__single.log
new file mode 100644
index 0000000..7f78e58
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6267.43 ± 120.91 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        124.50 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9__hblt0__fa1__single.log
new file mode 100644
index 0000000..fdb20d3
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.9__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6267.38 ± 130.90 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        124.27 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4-rocwmma__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4-rocwmma__fa1__single.log
new file mode 100644
index 0000000..efc33f4
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6289.53 ± 138.61 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        122.62 ± 0.08 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..ce5273b
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6305.84 ± 144.66 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        122.80 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__single.log
new file mode 100644
index 0000000..5119934
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6510.08 ± 160.77 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        126.61 ± 0.19 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__single.log
new file mode 100644
index 0000000..6bac8a5
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6502.82 ± 155.33 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        126.40 ± 0.25 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1-rocwmma__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1-rocwmma__fa1__single.log
new file mode 100644
index 0000000..40e42dd
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6044.70 ± 129.40 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        121.55 ± 0.05 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1-rocwmma__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..1e76aad
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6052.70 ± 112.77 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        121.34 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1__fa1__single.log
new file mode 100644
index 0000000..a20c500
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6238.59 ± 136.76 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        124.16 ± 0.05 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1__hblt0__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1__hblt0__fa1__single.log
new file mode 100644
index 0000000..4c16d89
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     6254.96 ± 133.30 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |        124.15 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__single.log
new file mode 100644
index 0000000..95fc75b
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           pp512 |       2701.90 ± 9.37 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           tg128 |        113.79 ± 0.25 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__single.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__single.log
new file mode 100644
index 0000000..ad651e3
--- /dev/null
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           pp512 |      2169.60 ± 56.27 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           tg128 |         96.35 ± 0.09 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..3f43167
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly-rocwmma] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..85ac955
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly-rocwmma] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly__fa1__dual.log
new file mode 100644
index 0000000..8024cc5
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly__hblt0__fa1__dual.log
new file mode 100644
index 0000000..cd8a5ff
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7-nightly__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7.9-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7.9-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..b0a02b0
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7.9-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9-rocwmma] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7.9-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7.9-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..3d0179c
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7.9-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9-rocwmma] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7.9__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7.9__fa1__dual.log
new file mode 100644
index 0000000..d815927
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7.9__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm-7.9__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm-7.9__hblt0__fa1__dual.log
new file mode 100644
index 0000000..6d8f4c2
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm-7.9__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm6_4_4-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..ba6e482
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4-rocwmma] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm6_4_4-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..08e8086
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4-rocwmma] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm6_4_4__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4__fa1__dual.log
new file mode 100644
index 0000000..94ff755
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm6_4_4__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4__hblt0__fa1__dual.log
new file mode 100644
index 0000000..60031d2
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm6_4_4__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm7.1-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm7.1-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..3105d34
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm7.1-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1-rocwmma] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm7.1-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm7.1-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..9f1953c
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm7.1-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1-rocwmma] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm7.1__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm7.1__fa1__dual.log
new file mode 100644
index 0000000..49688b3
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm7.1__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1] gpt-oss-120b-F16__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__rocm7.1__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__rocm7.1__hblt0__fa1__dual.log
new file mode 100644
index 0000000..8a9cf36
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__rocm7.1__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-F16.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1] gpt-oss-120b-F16__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-F16__vulkan_amdvlk__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__vulkan_amdvlk__fa1__dual.log
new file mode 100644
index 0000000..87a7d0c
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__vulkan_amdvlk__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B F16               |  60.87 GiB |   116.83 B | Vulkan     |  99 |  1 |           pp512 |      1123.95 ± 51.12 |
+| gpt-oss 120B F16               |  60.87 GiB |   116.83 B | Vulkan     |  99 |  1 |           tg128 |         47.90 ± 0.58 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-120b-F16__vulkan_radv__fa1__dual.log b/benchmark/results/gpt-oss-120b-F16__vulkan_radv__fa1__dual.log
new file mode 100644
index 0000000..3491eb4
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-F16__vulkan_radv__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B F16               |  60.87 GiB |   116.83 B | Vulkan     |  99 |  1 |           pp512 |      1104.48 ± 83.50 |
+| gpt-oss 120B F16               |  60.87 GiB |   116.83 B | Vulkan     |  99 |  1 |           tg128 |         60.11 ± 0.11 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..3fc2c85
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..3d35919
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly__fa1__dual.log
new file mode 100644
index 0000000..28d762a
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly__hblt0__fa1__dual.log
new file mode 100644
index 0000000..9ad7b2c
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7-nightly__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..96e2ca2
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..1ed3dd5
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9__fa1__dual.log
new file mode 100644
index 0000000..47c050d
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9__hblt0__fa1__dual.log
new file mode 100644
index 0000000..70419d9
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.9__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..d594778
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..0b6af4e
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__dual.log
new file mode 100644
index 0000000..bb03324
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__dual.log
new file mode 100644
index 0000000..1dc497a
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..274d52a
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1-rocwmma__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..9be17f5
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1-rocwmma] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1__fa1__dual.log
new file mode 100644
index 0000000..2fffb8b
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1] gpt-oss-120b-mxfp4-00001-of-00003__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1__hblt0__fa1__dual.log
new file mode 100644
index 0000000..48f704c
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1__hblt0__fa1__dual.log
@@ -0,0 +1,9 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+main: error: failed to load model '/home/kyuz0/models/gpt-oss-120b/gpt-oss-120b-mxfp4-00001-of-00003.gguf'
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1] gpt-oss-120b-mxfp4-00001-of-00003__hblt0__fa1 failed (exit 0)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__dual.log
new file mode 100644
index 0000000..7fc7c6a
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           pp512 |     1245.23 ± 107.79 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           tg128 |         70.50 ± 0.13 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__dual.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__dual.log
new file mode 100644
index 0000000..bdc2184
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           pp512 |      1106.66 ± 96.87 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           tg128 |         74.44 ± 0.33 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..67afa61
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      3560.63 ± 61.27 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         60.91 ± 1.20 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..71151c3
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |       574.21 ± 10.48 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         56.70 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly__fa1__dual.log
new file mode 100644
index 0000000..242312a
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |     3219.67 ± 324.40 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         61.41 ± 0.11 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly__hblt0__fa1__dual.log
new file mode 100644
index 0000000..69105d1
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7-nightly__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        574.85 ± 3.37 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         56.57 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7.9-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7.9-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..cf80cd0
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7.9-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |     3167.77 ± 641.30 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         62.03 ± 0.41 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7.9-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7.9-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..d287751
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7.9-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |       571.25 ± 10.37 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         62.23 ± 0.06 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7.9__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7.9__fa1__dual.log
new file mode 100644
index 0000000..ef10a53
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7.9__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      3463.77 ± 25.73 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         61.77 ± 0.07 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm-7.9__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm-7.9__hblt0__fa1__dual.log
new file mode 100644
index 0000000..d91d453
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm-7.9__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        568.37 ± 3.91 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         61.73 ± 0.09 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm6_4_4-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..1853ab2
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      3209.68 ± 61.33 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         62.24 ± 0.10 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm6_4_4-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..b27067e
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |       581.08 ± 16.25 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         57.66 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm6_4_4__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4__fa1__dual.log
new file mode 100644
index 0000000..58f6dc8
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      3178.15 ± 11.94 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         62.25 ± 0.15 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm6_4_4__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4__hblt0__fa1__dual.log
new file mode 100644
index 0000000..2564794
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm6_4_4__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        582.54 ± 9.21 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         57.59 ± 0.00 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm7.1-rocwmma__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm7.1-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..a66b390
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm7.1-rocwmma__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      3550.94 ± 46.01 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         61.74 ± 0.85 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm7.1-rocwmma__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm7.1-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..cf9fc6a
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm7.1-rocwmma__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        571.80 ± 1.01 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         62.21 ± 0.09 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm7.1__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm7.1__fa1__dual.log
new file mode 100644
index 0000000..147ae1c
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm7.1__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      3384.63 ± 35.40 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         61.76 ± 0.07 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__rocm7.1__hblt0__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__rocm7.1__hblt0__fa1__dual.log
new file mode 100644
index 0000000..0b6cbfa
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__rocm7.1__hblt0__fa1__dual.log
@@ -0,0 +1,11 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 2 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+  Device 1: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        573.29 ± 5.82 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         61.74 ± 0.09 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__vulkan_amdvlk__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__vulkan_amdvlk__fa1__dual.log
new file mode 100644
index 0000000..31b9540
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__vulkan_amdvlk__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | Vulkan     |  99 |  1 |           pp512 |       993.79 ± 51.64 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | Vulkan     |  99 |  1 |           tg128 |         13.34 ± 0.39 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-F32__vulkan_radv__fa1__dual.log b/benchmark/results/gpt-oss-20b-F32__vulkan_radv__fa1__dual.log
new file mode 100644
index 0000000..5fca289
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-F32__vulkan_radv__fa1__dual.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | Vulkan     |  99 |  1 |           pp512 |      2385.27 ± 97.69 |
+| gpt-oss 20B BF16               |  38.97 GiB |    20.91 B | Vulkan     |  99 |  1 |           tg128 |         23.12 ± 0.96 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly-rocwmma__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly-rocwmma__fa1__single.log
new file mode 100644
index 0000000..f986944
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      2323.14 ± 26.23 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        135.78 ± 0.37 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly-rocwmma__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..56e6b5e
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      2396.12 ± 36.30 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        135.91 ± 0.06 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly__fa1__single.log
new file mode 100644
index 0000000..94c0363
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      2361.69 ± 19.76 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        135.25 ± 0.06 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly__hblt0__fa1__single.log
new file mode 100644
index 0000000..afe8f3c
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7-nightly__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      2339.01 ± 27.97 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        135.20 ± 0.07 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9-rocwmma__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9-rocwmma__fa1__single.log
new file mode 100644
index 0000000..7834aa1
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4781.01 ± 63.71 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        134.41 ± 0.25 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9-rocwmma__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..32e6d9a
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |       4655.88 ± 9.31 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        134.75 ± 0.26 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9__fa1__single.log
new file mode 100644
index 0000000..1aff640
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4580.86 ± 46.73 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        132.23 ± 0.28 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9__hblt0__fa1__single.log
new file mode 100644
index 0000000..1897189
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.9__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4480.94 ± 48.88 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        132.15 ± 0.29 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4-rocwmma__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4-rocwmma__fa1__single.log
new file mode 100644
index 0000000..60b34a9
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4856.55 ± 66.93 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        134.41 ± 0.39 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4-rocwmma__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..a04a25a
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4658.05 ± 37.37 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        134.54 ± 0.35 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__single.log
new file mode 100644
index 0000000..37ce7ee
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |     4393.46 ± 561.83 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        135.18 ± 0.60 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__single.log
new file mode 100644
index 0000000..a2c60c7
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4683.20 ± 48.19 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        134.92 ± 0.35 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1-rocwmma__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1-rocwmma__fa1__single.log
new file mode 100644
index 0000000..e65bfe8
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4749.53 ± 95.10 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        134.71 ± 0.21 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1-rocwmma__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..4d3ef6d
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4684.14 ± 76.49 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        134.71 ± 0.15 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1__fa1__single.log
new file mode 100644
index 0000000..0d96095
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4551.67 ± 48.02 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        132.27 ± 0.35 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1__hblt0__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1__hblt0__fa1__single.log
new file mode 100644
index 0000000..e3bc7bf
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      4496.15 ± 34.08 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |        131.19 ± 2.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__single.log
new file mode 100644
index 0000000..6173729
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           pp512 |      2755.86 ± 19.54 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           tg128 |        123.33 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1__single.log b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1__single.log
new file mode 100644
index 0000000..8dcd54e
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           pp512 |     2213.70 ± 118.74 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           tg128 |        115.77 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly-rocwmma__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly-rocwmma__fa1__single.log
new file mode 100644
index 0000000..9231415
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |       2467.61 ± 7.71 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         99.07 ± 0.01 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly-rocwmma__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..bb83090
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |     2387.46 ± 115.96 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         99.38 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly__fa1__single.log
new file mode 100644
index 0000000..f0f9fb4
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |       2415.51 ± 7.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         99.16 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly__hblt0__fa1__single.log
new file mode 100644
index 0000000..ea75e2d
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7-nightly__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |       2415.84 ± 8.97 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         99.12 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.9-rocwmma__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9-rocwmma__fa1__single.log
new file mode 100644
index 0000000..0fe1db7
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4659.46 ± 86.39 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         98.21 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.9-rocwmma__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..1426783
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4660.55 ± 83.56 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         98.48 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.9__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9__fa1__single.log
new file mode 100644
index 0000000..706a78e
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4726.93 ± 93.57 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         98.07 ± 0.07 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.9__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9__hblt0__fa1__single.log
new file mode 100644
index 0000000..3549839
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.9__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon Graphics, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4717.86 ± 89.41 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         98.04 ± 0.04 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4-rocwmma__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4-rocwmma__fa1__single.log
new file mode 100644
index 0000000..3599a9f
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4625.54 ± 64.06 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         99.21 ± 0.29 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4-rocwmma__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..5586be3
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4630.08 ± 67.46 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         98.42 ± 0.15 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1__single.log
new file mode 100644
index 0000000..882416f
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4787.61 ± 83.37 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         97.69 ± 2.10 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__single.log
new file mode 100644
index 0000000..c7b467d
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4768.72 ± 76.67 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         99.56 ± 0.23 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1-rocwmma__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm7.1-rocwmma__fa1__single.log
new file mode 100644
index 0000000..b942787
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7.1-rocwmma__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4631.17 ± 69.84 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         98.23 ± 0.03 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1-rocwmma__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm7.1-rocwmma__hblt0__fa1__single.log
new file mode 100644
index 0000000..10c48c0
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7.1-rocwmma__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4631.27 ± 70.91 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         97.79 ± 0.05 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm7.1__fa1__single.log
new file mode 100644
index 0000000..a6824b0
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7.1__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4732.44 ± 85.77 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         98.21 ± 0.06 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1__hblt0__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__rocm7.1__hblt0__fa1__single.log
new file mode 100644
index 0000000..7794740
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7.1__hblt0__fa1__single.log
@@ -0,0 +1,10 @@
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:    no
+ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: AMD Radeon AI PRO R9700, gfx1201 (0x1201), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |      4719.56 ± 83.04 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         97.59 ± 1.12 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__single.log
new file mode 100644
index 0000000..1791e27
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (AMD open-source driver) | uma: 0 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Ryzen 9 9900X3D 12-Core Processor (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 32768 | int dot: 1 | matrix cores: none
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           pp512 |     2409.79 ± 118.81 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           tg128 |        107.93 ± 0.06 |
+
+build: fa0465954 (7205)
diff --git a/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1__single.log b/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1__single.log
new file mode 100644
index 0000000..7e792f7
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1__single.log
@@ -0,0 +1,12 @@
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+WARNING: radv is not a conformant Vulkan implementation, testing use only.
+ggml_vulkan: Found 3 Vulkan devices:
+ggml_vulkan: 0 = AMD Ryzen 9 9900X3D 12-Core Processor (RADV RAPHAEL_MENDOCINO) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 32 | shared memory: 65536 | int dot: 1 | matrix cores: none
+ggml_vulkan: 1 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+ggml_vulkan: 2 = AMD Radeon AI PRO R9700 (RADV GFX1201) (radv) | uma: 0 | fp16: 1 | bf16: 1 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           pp512 |     1928.06 ± 145.39 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           tg128 |         97.95 ± 0.02 |
+
+build: fa0465954 (7205)
diff --git a/docs/results.json b/docs/results.json
index a8b09ff..3b2f1db 100644
--- a/docs/results.json
+++ b/docs/results.json
@@ -1,80 +1,22 @@
 {
   "meta": {
-    "generated_at": "2025-11-28T15:55:43Z",
+    "generated_at": "2025-11-30T11:14:47Z",
     "os_kernel": "Fedora 42 \u2014 Linux 6.15.9-201.fc42.x86_64 (Sat Aug  2 11:37:34 UTC 2025)",
     "llamacpp_builds": [
       {
-        "hash": "0a3857fe0",
-        "number": "7089"
-      },
-      {
-        "hash": "12bb5c37",
-        "number": "7074"
-      },
-      {
-        "hash": "1c398dc9e",
-        "number": "7034"
-      },
-      {
-        "hash": "31df4608",
-        "number": "7038"
-      },
-      {
-        "hash": "4db63cdde",
-        "number": "7085"
-      },
-      {
-        "hash": "4fc43d43d",
-        "number": "7085"
-      },
-      {
-        "hash": "677be4d78",
-        "number": "7085"
-      },
-      {
-        "hash": "86f1f4411",
-        "number": "7085"
-      },
-      {
-        "hash": "ab5783eb4",
-        "number": "7089"
-      },
-      {
-        "hash": "b447a9a4b",
-        "number": "7085"
-      },
-      {
-        "hash": "bca95ca51",
-        "number": "7036"
-      },
-      {
-        "hash": "c6f7a423c",
-        "number": "7189"
-      },
-      {
-        "hash": "caca0d55c",
-        "number": "7085"
-      },
-      {
-        "hash": "ee8dd5c65",
-        "number": "7035"
-      },
-      {
-        "hash": "f1840a25d",
-        "number": "7085"
-      },
-      {
-        "hash": "fa5c85a8b",
-        "number": "7085"
+        "hash": "fa0465954",
+        "number": "7205"
       }
     ],
     "environments": [
-      "rocm-7alpha",
-      "rocm-7alpha-hblt0",
-      "rocm-7alpha-rocwmma",
-      "rocm-7alpha-rocwmma-hblt0",
-      "rocm-7alpha-rocwmma-improved",
-      "rocm-7alpha-rocwmma-improved-hblt0",
+      "rocm-7-nightly",
+      "rocm-7-nightly-hblt0",
+      "rocm-7-nightly-rocwmma",
+      "rocm-7-nightly-rocwmma-hblt0",
+      "rocm-7.9",
+      "rocm-7.9-hblt0",
+      "rocm-7.9-rocwmma",
+      "rocm-7.9-rocwmma-hblt0",
       "rocm6_4_4",
       "rocm6_4_4-hblt0",
       "rocm6_4_4-rocwmma",
@@ -83,10 +25,6 @@
       "rocm7.1-hblt0",
       "rocm7.1-rocwmma",
       "rocm7.1-rocwmma-hblt0",
-      "rocm7_rc",
-      "rocm7_rc-hblt0",
-      "rocm7_rc-rocwmma",
-      "rocm7_rc-rocwmma-hblt0",
       "vulkan_amdvlk",
       "vulkan_radv"
     ],
@@ -94,33684 +32,704 @@
   },
   "runs": [
     {
-      "model": "GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002",
-      "model_clean": "GLM-4.5-Air-UD-Q4_K_XL",
-      "env": "rocm-7alpha-rocwmma-improved",
+      "model": "Qwen3-Coder-30B-A3B-Instruct-BF16-00001-of-00002",
+      "model_clean": "Qwen3-Coder-30B-A3B-Instruct-BF16",
+      "env": "rocm-7-nightly-rocwmma",
       "env_base": "rocm",
-      "env_variant": "7alpha-rocwmma-improved",
+      "env_variant": "7-nightly-rocwmma",
       "fa": true,
       "context": "default",
       "context_tokens": null,
       "test": "pp512",
-      "tps_mean": 103.27,
-      "tps_std": 0.47,
+      "tps_mean": 1543.57,
+      "tps_std": 178.0,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
       "ngl": 99,
-      "mmap": 0,
-      "params_b": 110.47,
-      "file_size_gib": 68.01,
-      "name_params_b": 110.47,
-      "quant": "Q4_K_XL",
-      "log": "results/GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7alpha-rocwmma-improved__fa1.log",
-      "rpc": false,
-      "build": {
-        "hash": "31df4608",
-        "number": "7038"
-      }
-    },
-    {
-      "model": "GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002",
-      "model_clean": "GLM-4.5-Air-UD-Q4_K_XL",
-      "env": "rocm-7alpha-rocwmma-improved",
-      "env_base": "rocm",
-      "env_variant": "7alpha-rocwmma-improved",
-      "fa": true,
-      "context": "default",
-      "context_tokens": null,
-      "test": "tg128",
-      "tps_mean": 22.61,
-      "tps_std": 0.0,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "params_b": 110.47,
-      "file_size_gib": 68.01,
-      "name_params_b": 110.47,
-      "quant": "Q4_K_XL",
-      "log": "results/GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7alpha-rocwmma-improved__fa1.log",
-      "rpc": false,
-      "build": {
-        "hash": "31df4608",
-        "number": "7038"
-      }
-    },
-    {
-      "model": "GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002",
-      "model_clean": "GLM-4.5-Air-UD-Q4_K_XL",
-      "env": "rocm-7alpha-rocwmma-improved",
-      "env_base": "rocm",
-      "env_variant": "7alpha-rocwmma-improved",
-      "fa": true,
-      "context": "longctx32768",
-      "context_tokens": 32768,
-      "test": "pp2048 @ d32768",
-      "tps_mean": 19.09,
-      "tps_std": 0.0,
-      "error": true,
-      "error_type": "hang",
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "params_b": 110.47,
-      "file_size_gib": 68.01,
-      "name_params_b": 110.47,
-      "quant": "Q4_K_XL",
-      "log": "results/GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7alpha-rocwmma-improved__fa1__longctx32768.log",
-      "rpc": false,
-      "build": null
-    },
-    {
-      "model": "GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002",
-      "model_clean": "GLM-4.5-Air-UD-Q4_K_XL",
-      "env": "rocm-7alpha-rocwmma-improved-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7alpha-rocwmma-improved-hblt0",
-      "fa": true,
-      "context": "default",
-      "context_tokens": null,
-      "test": "pp512",
-      "tps_mean": 167.68,
-      "tps_std": 0.26,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "params_b": 110.47,
-      "file_size_gib": 68.01,
-      "name_params_b": 110.47,
-      "quant": "Q4_K_XL",
-      "log": "results/GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7alpha-rocwmma-improved__hblt0__fa1.log",
-      "rpc": false,
-      "build": {
-        "hash": "12bb5c37",
-        "number": "7074"
-      }
-    },
-    {
-      "model": "GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002",
-      "model_clean": "GLM-4.5-Air-UD-Q4_K_XL",
-      "env": "rocm-7alpha-rocwmma-improved-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7alpha-rocwmma-improved-hblt0",
-      "fa": true,
-      "context": "default",
-      "context_tokens": null,
-      "test": "tg128",
-      "tps_mean": 22.67,
-      "tps_std": 0.0,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "params_b": 110.47,
-      "file_size_gib": 68.01,
-      "name_params_b": 110.47,
-      "quant": "Q4_K_XL",
-      "log": "results/GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7alpha-rocwmma-improved__hblt0__fa1.log",
-      "rpc": false,
-      "build": {
-        "hash": "12bb5c37",
-        "number": "7074"
-      }
-    },
-    {
-      "model": "GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002",
-      "model_clean": "GLM-4.5-Air-UD-Q4_K_XL",
-      "env": "rocm-7alpha-rocwmma-improved-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7alpha-rocwmma-improved-hblt0",
-      "fa": true,
-      "context": "longctx32768",
-      "context_tokens": 32768,
-      "test": "pp2048 @ d32768",
-      "tps_mean": 22.85,
-      "tps_std": 0.0,
-      "error": true,
-      "error_type": "runtime",
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "params_b": 110.47,
-      "file_size_gib": 68.01,
-      "name_params_b": 110.47,
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\ No newline at end of file