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
- [Bugfix] Preserve shape tuples when decomposing size nodes
- [Bugfix][Model Loader] Reject colliding sharded checkpoint part filenames
- [Bugfix][Rust Frontend] Count tokens, not chunks, in vllm-bench output throughput
- [Bugfix][KV Cache] Preserve Mamba prefill offload handoffs
- [ROCm][Kernel] Add W4A8 MoE decode kernel for RDNA3/RDNA3.5 (gfx11)
- [Perf][Structured Output] Reuse grammar bitmask staging
- [Bugfix] Carry the last Qwen3-ASR tower chunk into realtime flush
- [Perf] Use a compact key-padding mask for audio encoders
- [Perf] Batch the Whisper conv stem and CUDA-graph the fixed mel
- [Perf] Run Whisper log-mel on the GPU worker
- Docs
- Python not yet supported