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Our next LMLM-class LLM method handles general web text at pre-training scales, and induces expressive retrieval to hit at the big-boys league! 🏏 w/100B tokens, 360M params: PPL >> models with 4T tokens SimpleQA perf >> gpt-4o-mini/Claude Sonnet 4.5/gpt-oss-120b/etc.. And more!
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