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
- [Performance]: Is SamplingParams support set enable_thinking?
- [Bugfix] Fix MLA KV cache blocks not zeroed on reuse, causing CUDA crashes under concurrent load
- [Bug] vLLM 0.17.1: `zai-org/GLM-OCR` has `mtp_graph < no_mtp_graph` despite high acceptance
- [Bug]: Mistral-Small-4-119B-2603 fails on 8x RTX 3090 (SM 8.6) with vLLM v0.17.1: no valid MLA attention backend
- [EPLB][Refactor] Replace boolean state flags with EPLBPhase enum
- “vLLM-deployed Qwen3.5 with Reasoning Parser Shows Empty reasoningContent in Spring AI OpenAI Model”
- [Bug] V1 engine hangs on encoder cache profiling on AMD gfx1151 (MIOpen missing solver DB)
- jais: only enable ALiBi when position_embedding_type == "alibi"
- [Bug]: 启动qwen3.5-35B后反复kill进程:vllm.v1.engine exceptions enginedeaderror enginecore encountered an issue
- [P/D] let toy proxy handle Responses/Messages API
- Docs
- Python not yet supported