Native Windows vLLM 0.25.1—prebuilt Python 3.13/CUDA 12.8 wheels for RTX 30/40/50 GPUs, no WSL or Docker. OpenAI-compatible serving with Triton/FlashAttention, 10 KV-cache compression formats, Multi-TurboQuant, and experimental persistent CPU/NVMe KV offload.
windows gpu cuda pytorch nvidia triton msvc quantization kv-cache awq llm llm-serving vllm llm-inference flash-attention qwen kv-cache-compression turboquant vllm-windows multi-turboquant
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Updated
Jul 19, 2026 - Python