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]: 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
- [Bug]: CPU arm64 image fails to start on Apple M4: "no support for 'sme' without 'sve2'" (PyTorch Inductor + GCC 15)
- [Model] Add StartLux Instant decisions and platform-safe D3 prefix ranges
- [Perf] Faster BF16x3 router GEMM at large batch sizes on SM100
- Docs
- Python not yet supported