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Technical Dive into AMD MLPerf Training v5.1 Submission
Nov 12, 2025 · Learn about the technical details of how AMD achieved the results in the MLPerf Training v5.1 submission.
LLM Quantization with Quark on AMD GPUs: Accuracy and …
Jun 9, 2025 · Learn how to use Quark to apply FP8 quantization to LLMs on AMD GPUs, and evaluate accuracy and performance using vLLM and SGLang on AMD MI300X GPUs.
Developing Triton Kernels on AMD GPUs — ROCm Blogs
Apr 15, 2024 · OpenAI has developed a powerful GPU focused programming language and compiler called Triton that works seamlessly with AMD GPUs. The goal of Triton is to enable AI engineers and …
Aligning Mixtral 8x7B with TRL on AMD GPUs — ROCm Blogs
Jun 12, 2025 · We focus on the OpenLLM leaderboard tasks, which test reasoning, knowledge, truthfulness, and mathematical skills, to quantify Zephyr 8x7B’s improvements post-SFT and DPO.