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][NIXL] Verify pull reads against producer lease slots
- [Bugfix][Spec Decode] Load excluded EAGLE3 NVFP4 embeddings as BF16
- [Feature][Observability] Attribute inference metrics and traces to API surface
- [Bug]: Stop sequences match inside reasoning, so responses come back empty (breaks Claude Code auto mode)
- [Bug]: Adaptive verification fails at startup with the default attention backend on FA2 GPUs
- [Bug]: `--load-format ipc_cache` leaves MoE routers on meta placeholders (illegal memory access, meta-tensor errors)
- [Attention][KV Connector] FlashInfer: optional separate K/V head slots for unquantized KV
- [Observability] Add tool-calling inference tracing
- [Bug]: /pause clears SHM multimodal cache, can cause fatal ValueError for queued requests
- [Bugfix][Frontend] Preserve HTTP error response headers
- Docs
- Python not yet supported