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
- [UX] Memory Usage Debugging
- [Model] Add NemotronLabsDiffusion support with tri-mode inference
- [Bugfix][Multimodal] Bound pinned host memory used for multimodal H2D copies
- [ROCm][MoRIIO] Fix WRITE prefill-block release routing under Wide-EP
- [Feature/Design]: UVA weight offload on quantized MoE — pin_memory() power-of-two rounding wastes ~35% host RAM, and MXFP4 process_weights_after_loading silently un-offloads layers via replace_parameter
- Revert "[Perf] Add fused DFlash2 grouped convolution (#55960)"
- [CI] Raise fault-detection deadline 45s -> 75s in FT E2E test
- [Installation]: v0.30.0 CPU wheels now require manylinux_2_39 (glibc 2.39), breaking installation on Ubuntu 22.04/Rhel9
- [Bugfix] Attach DeepSeek-V4 request tools to existing system/developer messages
- [RFC]: KVPP (KV pipeline parallel, LayerSplit) for vLLM
- Docs
- Python not yet supported