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] MiMoV2MTP silently drops FP8 KV cache scales and every draft layer falls back to scale 1.0
- [Frontend] Add `srt` and `vtt` response formats for audio transcription/translation
- [Bug]: Olmo3 reasoning parser drops the final streamed delta when it is a substring of `<think>`/`</think>` (e.g. "think")
- [Bug]: xLAM tool parser (streaming) drops arguments nested deeper than two levels and truncates at a `}` inside a string
- [Multimodal][Voxtral] Keep raw audio waveforms in fp32
- [Bugfix][Reasoning] Flush the Olmo3 streaming hold-back at end of stream
- [Perf][DSV4.1] Enable the fused all-reduce + mHC boundary at TP2
- [Bugfix][Spec Decode] DFlash2: map reduced-vocabulary candidates to target ids
- [Review only][NIXL] Simplify draft head slicing from #58471
- [Bugfix][Model] Apply Nomic dynamic RoPE per input sequence
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