diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..2a76467
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        251.12 ± 0.62 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.53 ± 0.03 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..dba317d
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |        124.60 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.52 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..6997194
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..cdcd9c2
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        246.03 ± 0.16 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.41 ± 0.02 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..7e88ebc
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |        123.04 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.46 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..0813128
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__dual.log
new file mode 100644
index 0000000..b405631
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        239.85 ± 0.14 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.37 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..57d99dc
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         99.59 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.82 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..52cc1d5
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__dual.log
new file mode 100644
index 0000000..06593e9
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        240.74 ± 0.07 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.41 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..2771986
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |        100.10 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.83 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..9a1df91
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7-nightly] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..f5e6b33
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        235.80 ± 0.18 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.01 ± 0.02 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..4834bfc
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         95.03 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.09 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..270628f
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..f33b959
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        233.71 ± 0.16 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          6.94 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..bd493cf
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         94.33 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.09 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..0e97631
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9-rocwmma__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__dual.log
new file mode 100644
index 0000000..b1a9f5d
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        235.23 ± 0.14 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          6.94 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..56d7431
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         98.01 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.45 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..13aa761
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__dual.log
new file mode 100644
index 0000000..7c99c62
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        237.08 ± 0.15 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.00 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..8f3f766
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         99.40 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.47 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..7cfa3d8
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7.9__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm-7.9] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..c095c4a
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        235.42 ± 0.14 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.02 ± 0.02 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..89f3ce6
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         94.65 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.09 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..588c394
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..056210d
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        233.43 ± 0.03 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          6.94 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..590b927
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         94.89 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.09 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..f1aab46
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4-rocwmma__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__dual.log
new file mode 100644
index 0000000..f408518
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        238.15 ± 0.10 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          6.99 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..31b37ef
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |        109.79 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.50 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..420b53f
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__dual.log
new file mode 100644
index 0000000..06b6fef
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        239.15 ± 0.10 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.03 ± 0.02 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..4b4e0d9
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |        109.76 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.48 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..5ef8451
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm6_4_4] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__dual.log
new file mode 100644
index 0000000..ec8d3d8
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        236.00 ± 0.17 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.01 ± 0.02 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..9cfab71
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         94.52 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.09 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..bb93788
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1.1-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__dual.log
new file mode 100644
index 0000000..d86ab0c
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        233.56 ± 0.08 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          6.93 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..09a1b98
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         94.48 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.09 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..1729718
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1-rocwmma__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1.1-rocwmma] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__dual.log
new file mode 100644
index 0000000..e38cd2c
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        235.60 ± 0.08 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          6.93 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..00de8e0
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         99.54 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.47 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..93ffee8
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1.1] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__dual.log
new file mode 100644
index 0000000..57559f6
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |        237.37 ± 0.19 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          7.01 ± 0.02 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..deffe75
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx16384__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 | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d16384 |         99.62 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d16384 |          6.45 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..5d2461d
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768__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 create context with model '/home/kyuz0/models/Q3_K_S/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002.gguf'
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+✖ ! [rocm7.1.1] Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__hblt0__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__dual.log
new file mode 100644
index 0000000..8d733ad
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |           pp512 |        133.82 ± 0.17 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |           tg128 |          7.55 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..92c412b
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__longctx16384__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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 | pp2048 @ d16384 |         44.89 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |   tg32 @ d16384 |          4.37 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..6587006
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_amdvlk__fa1__longctx32768__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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         16.45 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          3.13 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__dual.log
new file mode 100644
index 0000000..9bc9fac
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |           pp512 |        104.90 ± 0.13 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |           tg128 |          8.35 ± 0.01 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__longctx16384__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__longctx16384__dual.log
new file mode 100644
index 0000000..c3e9b40
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__longctx16384__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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 | pp2048 @ d16384 |         74.48 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |   tg32 @ d16384 |          6.44 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__longctx32768__dual.log b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__longctx32768__dual.log
new file mode 100644
index 0000000..2a66849
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__vulkan_radv__fa1__longctx32768__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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         36.00 ± 0.00 |
+| llama ?B Q3_K - Small          |  50.63 GiB |   125.03 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          2.94 ± 0.00 |
+
+build: 2aa45ef9e (7423)
diff --git a/docs/results.json b/docs/results.json
index 7a815b1..7af9552 100644
--- a/docs/results.json
+++ b/docs/results.json
@@ -1,6 +1,6 @@
 {
   "meta": {
-    "generated_at": "2025-12-17T07:57:08Z",
+    "generated_at": "2025-12-27T17:44:15Z",
     "os_kernel": "Fedora 42 \u2014 Linux 6.15.9-201.fc42.x86_64 (Sat Aug  2 11:37:34 UTC 2025)",
     "llamacpp_builds": [
       {
@@ -31,6 +31,2626 @@
     "notes": "pp512 = prompt processing; tg128 = text generation; t/s = tokens/second"
   },
   "runs": [
+    {
+      "model": "Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-Q3_K_S",
+      "env": "rocm-7-nightly-rocwmma",
+      "env_base": "rocm",
+      "env_variant": "7-nightly-rocwmma",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 251.12,
+      "tps_std": 0.62,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 50.63,
+      "name_params_b": 125.03,
+      "quant": "Q3_K_S",
+      "log": "results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log",
+      "rpc": false,
+      "gpu_config": "dual",
+      "build": {
+        "hash": "2aa45ef9e",
+        "number": "7423"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-Q3_K_S",
+      "env": "rocm-7-nightly-rocwmma",
+      "env_base": "rocm",
+      "env_variant": "7-nightly-rocwmma",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 7.53,
+      "tps_std": 0.03,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 50.63,
+      "name_params_b": 125.03,
+      "quant": "Q3_K_S",
+      "log": "results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__dual.log",
+      "rpc": false,
+      "gpu_config": "dual",
+      "build": {
+        "hash": "2aa45ef9e",
+        "number": "7423"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-Q3_K_S",
+      "env": "rocm-7-nightly-rocwmma",
+      "env_base": "rocm",
+      "env_variant": "7-nightly-rocwmma",
+      "fa": true,
+      "context": "longctx16384",
+      "context_tokens": 16384,
+      "test": "pp2048 @ d16384",
+      "tps_mean": 124.6,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 50.63,
+      "name_params_b": 125.03,
+      "quant": "Q3_K_S",
+      "log": "results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx16384__dual.log",
+      "rpc": false,
+      "gpu_config": "dual",
+      "build": {
+        "hash": "2aa45ef9e",
+        "number": "7423"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-Q3_K_S",
+      "env": "rocm-7-nightly-rocwmma",
+      "env_base": "rocm",
+      "env_variant": "7-nightly-rocwmma",
+      "fa": true,
+      "context": "longctx16384",
+      "context_tokens": 16384,
+      "test": "tg32 @ d16384",
+      "tps_mean": 6.52,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 50.63,
+      "name_params_b": 125.03,
+      "quant": "Q3_K_S",
+      "log": "results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx16384__dual.log",
+      "rpc": false,
+      "gpu_config": "dual",
+      "build": {
+        "hash": "2aa45ef9e",
+        "number": "7423"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-Q3_K_S",
+      "env": "rocm-7-nightly-rocwmma",
+      "env_base": "rocm",
+      "env_variant": "7-nightly-rocwmma",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": null,
+      "tps_mean": null,
+      "tps_std": null,
+      "error": true,
+      "error_type": "runtime",
+      "backend": null,
+      "ngl": null,
+      "mmap": null,
+      "params_b": null,
+      "file_size_gib": null,
+      "name_params_b": 123.0,
+      "quant": "Q3_K_S",
+      "log": "results/Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002__rocm-7-nightly-rocwmma__fa1__longctx32768__dual.log",
+      "rpc": false,
+      "gpu_config": "dual",
+      "build": null
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-Q3_K_S-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-Q3_K_S",
+      "env": "rocm-7-nightly-rocwmma-hblt0",
+      "env_base": "rocm",
+      "env_variant": "7-nightly-rocwmma-hblt0",
+      "fa": true,
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