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
- [Perf][Attention][PCP] Reuse MLA context across PCP virtual rows
- [Bug]: Decode throughput drops ~3.3x from 0.26.0 to 0.29.0 on H100 (Qwen3.6-35B-A3B-FP8, same config, same backends)
- [Bugfix][Scheduler] Update structured output state for streaming sessions
- [Bugfix] Make Lark-to-EBNF quote handling escape-aware
- [KVConnector][MoRIIO] Support K3 DSpark hybrid READ
- [Bugfix] Sync FlashInfer autotune cache across ranks on the v1 path
- [Bug]: [ROCm][gfx1151] Navi paged attention silently accepts unsupported ALiBi and block size 32
- [Model] Restore MusicFlamingo for Audio Flamingo Next checkpoints
- [Bug][Spec Decode] Llama 4 / Mistral Large 3 EAGLE drafters crash at startup with a multimodal target: no attribute `_embed_text_input_ids`
- [Bug]: collect-env is not supported in MAC
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- Python not yet supported