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[Record] Stage 3 + SpinQuant V1 + MP-SGD-TTT — val_bpb 1.0759 #1695

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Restore root train_gpt.py to upstream main

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[Record] Stage 3 + SpinQuant V1 + MP-SGD-TTT — val_bpb 1.0759 #1695

Restore root train_gpt.py to upstream main
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