Why it matters

Data mixing shapes model capabilities. Proxy studies guide big runs.

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The architecture

Choose domains + weights.

Proxy studies at small scale.

Apply to big.

Training data mixingChoose domainscode, math, text, codeProxy studiessmall-scale probeApplyat big scaleDoReMi, DoGE, RegMix use proxy studies to guide mix decisions
Training data mixing.
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How it works end to end

DoReMi.

DoGE, RegMix.

Small proxy studies.