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
- [Perf] Use custom all-gather for full-vocabulary logits
- [ROCm][Perf] MXFP8 K-loop mask and activation sharing for DeepSeek-V4.1-Flash on gfx950
- [ROCm][Perf] Candidate-only MQA scorer for DSA sparse indexer prefill on gfx950
- [ROCm][Perf] Candidate-only paged MQA scorer for DSA sparse indexer decode on gfx950
- [ROCm][Perf] Fuse indptr prefix sum into DSA decode pack kernel for DeepSeek-V4.1-Flash
- [Bugfix][ROCm] Avoid RowWise FP8 scaled MM on RDNA4
- [XPU][UT] Stablize HF reference generation outputs for greedy logprob tests
- [Bugfix] Fix DeepseekVLV2Config default tile_tag ("tile_tag" -> "2D")
- [ROCm][DSv4][DSV4.1][Perf] Fill decode wave counts and fuse the reduce at one split
- [BreakableCG] Add eager break for Mamba-family ops
- Docs
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