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
- [Performance][MLA] Lift decode Q-prep (q-absorb + cat + FP8 quant) out of forward_impl
- [Bugfix] V1 sampler: route top_k=1 through greedy path to match temperature=0
- [Misc] Add common random prefix option to structured-output serving benchmark
- [Model Runner V2] Support stock torch compile for v2
- [Backport] [Bugfix] Remove invalid deepstack boundary check for Qwen3-VL (#40932)
- [Performance] Use list.extend in FlatLogprobs.append_fast
- [Model] use AutoWeightsLoader for DeepSeekV2
- Codex/cpu lmcache hnd layout
- Fix assistant thinking block normalization
- [Bugfix] Respect ignore_eos for GPT-OSS Harmony stop tokens
- Docs
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