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
- [Feature]: Use torch.compile Dynamo to see full trace for model forward pass
- [Perf] Downgrade mxfp4 triton_kernels to 3.5
- Fix fp8_e5m2 KV cache blocked for AWQ/GPTQ models
- [vLLM IR][RMSNorm] Port Mixer2RMSNormGated to vLLM IR Ops
- [Model Runner V2] Skip draft propose for disagg prefill instance
- [ROCm][Perf] Add Fused Shared Expert (FSE) support for Qwen3-Next
- fix: minor fixes in preparation for #36786
- [Bugfix] Fix Voxtral Realtime crash on mixed-batch transcription
- [Bug]: Qwen3.5 Text Only Model (Qwen3_5ForCausalLM)
- [Bugfix] Inconsistent tool-calling behavior between Chat Completions …
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