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]: Unable to start Nemotron NVFP4 on 5090 after upgrade to vLLM 0.22
- [Bugfix] Fix integer overflow in libtorch_stable/layernorm_kernels.cu pointer arithmetic
- [Bugfix] DeepSeek V4: skip expert tensor when no mapping succeeds (AMD + NVIDIA)
- [Bugfix][V1][TurboQuant] Reserve workspace before CUDA graph capture
- [Bugfix][Tool Parsers] Validate JSON arguments in extract_tool_calls for Kimi K2, DeepSeek V3/V3.1
- [Kernel][Helion][1/N] Add Helion kernel for fused_qk_norm_rope
- [Bugfix][Anthropic] Normalize Claude Code system messages
- Add speculative decoding metrics
- docs(nixl): document KV Transfer metrics log fields and Prometheus counters
- [CPU][Spec Decode] Enable DFlash SD for CPU
- Docs
- Python not yet supported