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
- [Bugfix][Tool Parser] GigaChat3: stop special tokens split across deltas leaking into output
- [Offloader] Prefetch weight offloading for large MoE models, plus a schedule planner
- [Bug]: ray DP backend at --data-parallel-size 1 discards the derived DP master IP and falls back to 127.0.0.1
- [Bugfix] Fall back to native sampler when FlashInfer sampling kernel fails to build
- [Observability] Add OpenTelemetry tracing to GPU-less render server endpoints
- [RFC]: Pluggable KV Cache Data Types
- [Bug][KV Offload] EAGLE volatile-tail boundary can collapse hybrid SWA replay to zero hits
- [RFC]: Suffix decoding on GPU (`suffix_gpu`) — GPU-resident suffix decoding compatible with async scheduling
- [Bug]: DeepSeek V4 mHC warmup is always skipped because DeepseekV4DecoderLayer has no hc_pre/hc_post attributes
- Fix/kimi nixl pp mamba
- Docs
- Python not yet supported