DeepSeek V4.1F
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- Community benchmark finds near-linear Qwen scaling to eight streams
A Reddit user reported spending about $40 on vast.ai instances to benchmark RAM-heavy inference servers with Qwen 3.8 Flash Next in Unsloth Q8. On systems with two AMD EPYC 7642 processors and 251GB or 504GB of DDR4 memory, the poster reported nearly linear per-stream scaling through eight concurrent streams at a 124k context window. Raw benchmark data was posted in the Reddit comments, and concurrency beyond eight streams was not tested.
r/LocalLLaMA · 🔥 2
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