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humming

vllm-project/humming

Humming is a high-performance, lightweight, and highly flexible JIT (Just-In-Time) compiled GEMM kernel library specifically designed for quantized inference.

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aivrar

vllm-windows-build

Native Windows vLLM: 0.27.1 Latest; 0.29.0 Python 3.14/CUDA 13.2 release (CPU TorchAudio), plus Python 3.13/CUDA 13.0 prerelease. PyTorch 2.13, FlashAttention/Rust, OpenAI serving, 10 KV formats, Multi-TurboQuant, experimental CPU/NVMe KV offload. No WSL or Docker.

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pd-bridge

Heterogeneous prefill/decode for DeepSeek-V4-Flash: CUDA prefill (DGX Spark, vLLM) -> Metal decode (Mac Studio, oMLX) over plain 10GbE

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