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][DeepSeek-V3.2] fix fp8 kvcache type cast
- [Feature]: when support torch 2.10.0
- fix nixl connector num blocks check logic
- [Metrics] Some small refactoring for better maintainability
- Add test for Nemotron Nano FP8 with LoRA adapters
- [Feature]: GPU Memory Snapshotting to reduce cold starts
- [Bugfix] Fix mamba cache mode null-block padding
- Fix double‑scaled linear RoPE cache for long‑context configs #33911
- [Tracking issue]: Issue Tracker for Qwen/Qwen3-VL-Embedding & Qwen/Qwen3-VL-Reranker
- Bump `lm-eval` version for Transformers v5 compatibility
- Docs
- Python not yet supported