AMD-AGI/Hyperloom

Generating Efficient AI-Centric Kernels

Optimized GPU compiler for LLM inference. Choose from a list of optimized recipes or optimize your own model via kernel fusion, autotuning, and advanced scheduling. Run benchmarks across different GPU types and configurations, track results and share experiments with the community.

A high-throughput and memory-efficient inference and serving engine for LLMs - Optimized for AMD gfx906 GPUs, e.g. Radeon VII / MI50 / MI60

AiTer Optimized Model

Evidence-driven SGLang inference deployment optimization.

Benchmark and optimize LLM inference across frameworks with ease

AgentKernelArena is a platform for evaluating and training AI agents for GPU kernel optimization, combining realistic tasks, correctness validation, and performance-based rewards for reinforcement learning.

AMD related optimizations for transformer models