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]: Rust HF benchmark hard-codes the Dataset Viewer endpoint and can stall when it is unreachable
- [Bugfix][EC Connector] Don't stop an encoder-instance request before its images are encoded
- [Frontend] Use VLLMValidationError for batch request URL validation
- trtllm fp8 moe sm100 compatibility
- [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
- [ROCm][Perf][Model] Fuse Qwen3-VL attention prologue into single AITER kernel
- [Bugfix][MLA] Fix fp8 KV cache prefill query quantization selection for Kimi-K3
- [Bugfix][CI/Build] Honor VLLM_PRECOMPILED_WHEEL_COMMIT=nightly
- [Bugfix] Fix packed KV block zeroing stride
- Docs
- Python not yet supported