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] Normalize non-standard message roles from Claude Code CLI >= 2.1.154
- Add speculative decoding correctness gate
- Add ModelOpt W4A16 lm_head regression tests
- Fix RMS quant fusion for mixed dtype fused add RMSNorm
- Document ModelOpt W4A16 NVFP4 Marlin path
- [Core] DBO ++: Overlap TP all-reduce with compute
- Fix #44676: Treat <tool_call> as implicit reasoning end in ThinkingBudgetStateHolder
- [Multimodal] Optimize sparse frames decoding for PyAV video backend
- [kernel] Triton version of SiluAndMulWithClamp
- vLLM crashes on OpenShift (gemma4-unified-cu129)
- Docs
- Python not yet supported