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][LoRA] Fix Qwen3-ASR audio tower QKV adapters
- [Bugfix][Build] Restore DeepGEMM SM120 support while preserving SITU
- [ROCm][CI] Make image selection content-addressed
- [ROCm] Fix DeepSeek V4 indexer numerics and coverage
- [CI] Stabilize tensor IPC multiprocessing tests
- [Quark] Cache dequantized MXFP4 fallback weights
- [Bugfix][Model] Kimi-K3: capture the post-attn_res hidden state for aux layer id == num_hidden_layers
- [Bugfix][LoRA] Respect output offsets in LoRA metadata cache
- [Bug]: Native CPU offloading can compute inconsistent num_cpu_blocks across PP ranks
- [XPU] [Linear] enable torch linear backend for blockwise gemm on xpu
- Docs
- Python not yet supported