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The latest vllm news, distilled by AI into sharp ~100-word summaries. ByteBrief tracks vllm across dozens of tech sources and brings you only what matters, updated hourly. Tap any story for the full brief, or open the original source.
DeepSeek-V4-Flash-0731 runs on one AMD MI300X via a pinned vLLM ROCm stack with patches for FP8 format, MoE routing, and kernel tuning. The 304B-parameter checkpoint achieves 7.9-8.5K tok/s uncached prefill. The MI300X's 192 GB HBM3 enables single-GPU deployment without quantization or offload.
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