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
- Add test for Nemotron Nano with LoRA adapters
- [Feature]: GPU Memory Snapshotting to reduce cold starts
- [Bugfix] Fix mamba cache mode null-block padding
- [Tracking issue]: Issue Tracker for Qwen/Qwen3-VL-Embedding & Qwen/Qwen3-VL-Reranker
- [Bugfix][KV Transfer] Use kv_transfer_params for P2pNcclConnector coordination
- Rocm/fused short seq attention
- [Frontend] Add --disable-uvicorn-metrics-access-log shorthand flag
- [kernel] use fused_topk of flashinfer
- [Bugfix] Fix Qwen3-Coder tool parser: duplicate tool names, </parameter> in content, and tool_choice=required argument corruption
- [WIP] part 1: helion integration into vllm gemm+fp8+all_gather
- Docs
- Python not yet supported