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
- [Usage]: Is there a simple way to pass embedding directly in V1
- fp4 support for triton unified attention
- [Bug]: tensorizer model loading with tensor parallelism increases memory requirements
- [P/D] Support async transfer for P2P NCCL connector
- [DO NOT MERGE] Test intelligent targeting demo
- [Bug]: vLLM merges special XML-like tags into single tokens, causing tokenization mismatch with HuggingFace
- [DisaggEverything] `DisaggregatedRequestManager` aka `Coordinator` [1/N]
- [R1] SiLU Performance Improvements
- [Bug]: SM120 int8 unsupport
- [Bug]: Qwen3-VL-235B-NVFP4 DP+TP+EP config not working with FlashinferMoE
- Docs
- Python not yet supported