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Synthetic Warm-Up Saves 21B Training Tokens by Boosting Long-Range Retrieval
The largest study of synthetic pre-pretraining shows it saves 21B+ tokens at 3B scale, but the grammatical prior story falls apart.

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AlphaSignal
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AlphaSignal Newsroom
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The largest study of synthetic pre-pretraining shows it saves 21B+ tokens at 3B scale, but the grammatical prior story falls apart.
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