AMD Infinity Hub

AMD's official repository of LLM and HPC container resources.

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AMD's official infrastructure acceleration center for AI engineers and researchers. It provides one-click Docker containers and optimization guides tailored for AMD Instinct data center GPUs. Covers LLM fine-tuning (GRPO) and inference (vLLM) environments, alongside traditional HPC assets — helping developers maximize AI performance on AMD hardware.

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Key Features

Container Deploy
Deploy pre-configured Docker containers optimized for AMD Instinct series data center GPUs with a single command.
LLM Toolchain
Access ready-to-use environments for large language model fine-tuning via GRPO and high-performance inference via vLLM on AMD hardware.
HPC Assets
Leverage a curated collection of high-performance computing and scientific simulation resources tuned for AMD architecture.
ROCm Guides
Follow detailed optimization guides to get the most out of AMD's open-source ROCm platform for AI and HPC workloads.