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
- [Bug]: After enabling P-D Disaggregation, the final output results are not entirely identical.
- [Installation]: How to reduce the vllm image
- [New Model]: Add support for TrOCR model
- [Fix][Hybrid] wrong page size bytes for mla attention
- [Performance][Qwen3-next] Decrease huge CPU overhead
- [Bug]: Qwen3-VL {4B,8B} FP8 on vLLM returns only exclamation marks ("!!!!!...") on Jetson Thor
- [Feature][Performance][LoRA]: Run LoRA in Separate CUDA Streams
- Fix: Improve layer skipping and FusedMoE handling in AWQMarlin
- [Refactor] Add Shared Block Max Reduction Helper
- qwen3moe on gh200
- Docs
- Python not yet supported