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
- try to enable torch.compile for qwen_vl
- Enable torch.compile for OpenGVLab/InternVL3-2B
- [Kernel][perf] optimize NCCL symm_mem vs custom_AR selection thresholds
- aria vlm compile
- [Core] Expose detailed scheduler stats
- [Bugfix] Reduce Triton TILE_SIZE on Blackwell for large head_size with float32
- [Bug Fix] Fix `naive_block_assignment` always defaulting to False due to arg misalignment
- [Test] Add env var to disable reduced precision reduction for PyTorch…
- [UX] Add `--moe-backend` arg for explicit kernel selection
- [Bug]: Step3p5ForCausalLM fails with pipeline parallelism
- Docs
- Python not yet supported