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Are models with N-Gram tables going to completely change the AI race?

Via r/LocalLlama
Wednesday, Aug 26, 2026 · 5:17PM
Summary

The news about Qwen 3.8 Flash Next is the first I'm reading about n-gram tables. I may be completely misunderstanding how they work but it seems they could open the door for 1T+ parameter models to be run on a single server with modest GPUs and a ton of system RAM rather than needing a rack of GPU s

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