vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [ROCm] AITER config object
- [Bugfix] [Weight Loader] Add Fp8OnlineLinearMethod to WEIGHT_LOADER_V2_SUPPORTED
- [ROCm] Fix LDS bank conflicts in vecMatMul reduction_smem layout
- [Compilation] Drop closure indirection in `VllmPatternReplacement`
- fix: convert LogprobsLists to lists for cross node Ray transport (#38602)
- [DP] External DP LB compatibility with all GPU visibility
- [Compilation] Port QKNormRoPEFusionPass and AsyncTPPass to VllmFusionPatternMatcherPass
- [Kernel] Implement zero-allocation JIT-compiled padding for make_ndarray_with_pad
- [ROCm][benchmark][perf] fix moe tuning script for RDNA
- [Feature]Support Dynamic Chunked Pipeline Parallel with Profiling
- Docs
- Python not yet supported