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] Fix MiniMax-M3 ModelOpt FP8 MoE SwiGLU params
- [Bug]: Failed to run RedHatAI/gemma-4-31B-it-speculator.dspark
- [Bugfix][Spec Decode] Enable Step-3.7-Flash (Step3p7) MTP on Model Runner V2
- [Bug]: Harmony models reject namespace tool type in Responses API
- [Performance] Skip redundant full-fit admission pass
- [Bugfix][Frontend] Prevent server_load double-decrement on client disconnect
- [Feature]: Make Ray placement group strategy configurable via VLLM_RAY_PG_STRATEGY
- [Perf][Kernel] Adopt PTX 9.4 `ldmatrix.s8.s4` (hardware INT4→INT8 expanding load) in W4A8-INT8 paths
- [Feature]: Make PG_WAIT_TIMEOUT configurable via environment variable
- [CI] Prototype for Rust coverage
- Docs
- Python not yet supported