updated README

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Donato Capitella
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# AMD R9700 Llama.cpp Toolboxes
This project provides pre-built containers (“toolboxes”) for running LLMs on **AMD Radeon AI PRO R9700** GPUs. Toolbx is the standard developer container system in Fedora (and now works on Ubuntu, openSUSE, Arch, etc).
This project provides pre-built containers (“toolboxes”) for running LLMs on **AMD Radeon AI PRO R9700** GPUs (gfx1201). Toolbx is the standard developer container system in Fedora (and now works on Ubuntu, openSUSE, Arch, etc).
## 🚨 Updates — 2025-11-18
## 🚨 Updates — 2025-11-30
- Released new toolboxes for ROCm 7 that track the nightly builds, these are now called `nightly`.
- Updated and extended benchmakrs across all llama.cpp backend configurations, and included bennchmarks over RPC (two nodes) and long context (32k) -> [Interactive Benchmark Viewer](https://kyuz0.github.io/amd-r9700-toolboxes/)
- Updated and extended benchmakrs across all llama.cpp backend configurations, and included bennchmarks over RPC (two nodes) and long context (32k) -> [Interactive Benchmark Viewer](https://kyuz0.github.io/amd-r9700-ai-toolboxes/)
## Watch the YouTube Video
[![Watch the YouTube Video](https://img.youtube.com/vi/wCBLMXgk3No/maxresdefault.jpg)](https://youtu.be/wCBLMXgk3No)
## Table of Contents
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## 3. Performance Benchmarks
🌐 Interactive exploration of the latest benchmark runs: [Interactie Benchmark Viewer](https://kyuz0.github.io/amd-r9700-toolboxes/)
🌐 Interactive exploration of the latest benchmark runs: [Interactie Benchmark Viewer](https://kyuz0.github.io/amd-r9700-ai-toolboxes/)
## 4. Memory Planning & VRAM Estimator