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Chasing the Batch-1 Latency Floor: Ling-3.0-flash at 0.78 ms TPOT on 4× B200

中文摘要

Ling-3.0-flash在4块B200上实现0.78毫秒TPOT,专注于用户真实体验的单令牌延迟,而非批量基准测试。

English Summary

Ling-3.0-flash achieved an ultra-low 0.78 ms TPOT on 4x B200 GPUs, prioritizing real-user single-token latency over batching benchmarks.

Original Excerpt

Most inference benchmarks reward batching. Real users do not experience a batch. They experience the next token. Continue reading on Medium »