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
- [Bug]: ROCm mixed KV-cache layouts abort speculative decoding with AssertionError
- [Bug]: Explicit --enable-prefix-caching with MTP spec decode + tool calling corrupts tool-call emission on repeated identical prompts
- [Bugfix][MLA] Fix fp8 KV cache prefill query quantization selection for Kimi-K3
- [Bugfix][CI/Build] Honor VLLM_PRECOMPILED_WHEEL_COMMIT=nightly
- [Frontend][Rust] Support mm_processor_kwargs in chat completions
- [Feature] Support pre-computed mm processor outputs
- [Bugfix] Count prompt-opened Poolside reasoning tokens
- [Rust Frontend] Support EngineCore reattachment across frontend restarts
- [Feat][ROCm] Implement get_all_gpu_pci_bus_ids for ROCm platform
- [Bugfix][Parser] gemma4: seed non-streaming parsing from the prompt
- Docs
- Python not yet supported