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
- Fix for issue #15697
- [Model][Kernel] Add RWKV7 Albatross support
- [Bug]: [Regression] Qwen3.6-27B tool calls fail on Responses API when MTP is enabled
- [ROCm] [Perf] Optimize rocm aiter sparse mla indexer
- [Bugfix] Accept logprobs=-1 in the Completion API
- RFC: State-Aware Monolingual Reasoning Constraints for DeepSeek-R1 Models (Opt-In)
- [Feature]: Faster hybrid-SSM decode via input "replay" ring buffer (ReplaySSM)
- [ROCm][gpt-oss] Remove vLLM-side MoE padding rounding (AITER handles internally)
- [PP] Place remainder PP layers on the last stage(s) when num_layers % pp_stages != 0
- [Bug]: W4A16 or W8A16 Qwen3.5 9B meet AssertionError
- Docs
- Python not yet supported