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
- [Bugifx][INC] Fix INC quantization method selection for non-quantized layers
- [Bug] SimpleCPUOffload: residual output garbling under high concurrency — load path lacks cross-stream sync with compute (WAR), symmetric gap left by #46278
- [Rust Frontend] Tool-call argument parsing diverges from the Python parsers (coercion, whitespace, unions)
- [Frontend] Cohere chat v2 api support
- [Rust Frontend] Match Python union-type coercion precedence
- [Bug]: GPT-OSS models silently ignore unsupported content types (input_file, etc.)
- [Bug]: Concurrent temperature=0 non-determinism in vLLM, FLASH_ATTN batch-invariant path on Hopper
- [Kernel] Add Triton warmup compile-key tracing
- [Bug] Avoid Triton 3.8 nvidia cuInit poisoning forked CUDA init
- [Bug]: Native MTP speculative decoding degenerates into garbage token loops on deep agentic conversations (Qwen3-MoE)
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