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
- [Rust Frontend] add functiongemma tool parser support
- [Bug]: vLLM 0.24.0 with DeepSeek on Blackwell SM120 (RTX PRO 6000) — Comprehensive Issues Report
- [Performance]: Qwen3.5 native MTP can be slower than no-MTP CUDA graph baseline despite good acceptance
- [Bugfix][Model] Harden DiffusionGemma self-conditioning matmul against torch.compile shape mismatch (#47129)
- [EC Transfer] Add MooncakeStoreECConnector for multimodal hidden-state transfer
- [Examples] Add Ray Data batch VLM inference example with ROCm support
- [Doc] add AI Runway to integrations
- [Bugfix] Honor per-model DeepGEMM auto-disable in warmup and MoE selection (#47169)
- [Model] Add support for OpenPangu V2 model
- [Bugfix] Include SM12x in _is_fa4_supported() compute capability check
- Docs
- Python not yet supported