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
- [Spec Decode] Inherit online quantization for draft models
- [Bug]: QWEN3.5-27B fails to mount LoRA
- [Bug]: ngram speculative decoding default prompt_lookup_min=2 causes tool-call output corruption on Qwen3-class models with structured output (config-only fix: prompt_lookup_min=8)
- [Bugfix] Fix `NameError` on `AsyncEngineArgs.quantization_config` forward reference
- [vLLM IR] Propagate lowering annotations through source_fn_stack
- [Bug]: Deepseek V4 vllm not response when using with claude code
- [Bug]: Deepseek V4 failed to load on RTX PRO 6000
- feat: Integrate vLLM with Weight Propagation Interface (WPI) for Zero-Copy Weight Transfer
- [Core] Add dynamo_timed tracing for compilation startup
- [NIXL][TURBOQUANT] Support turboquant in NIXL KV connector
- Docs
- Python not yet supported