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
- [BugFix] Prevent orphaned process on NCCL destroy
- Add HAProxy to a list of load balancers in documentation
- [Model] Add MTP support for JoyAI-LLM Flash
- [PD] Bump Nixl version
- [KV Cache][TurboQuant] Add official 3-bit and 4-bit grouped TurboQuant modes
- [Feature] Add Int8/FP8-quantized all-reduce
- [Quantization][Autoround][Toolkit] Add W4A16 Support
- [Bug]: Abnormal Scores in Batch Processing of Image-Text Pairs with qwen3-VL-reranker Model
- Gemma 4 31B bnb-4bit: _Gemma4KVSharedSafeProxy AttributeError + weight shape mismatch
- [RFC]: support n sampling requests to eliminate redundant prefill computation and memory
- Docs
- Python not yet supported