Non-record: Empirical Bayes Adaptive TTT (val_bpb=1.1185)#484

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Robby955 wants to merge 7 commits intoopenai:mainfrom

Robby955:ebls-learned-sharing

Commits on Mar 23, 2026

Add EBLS (Empirical Bayes Layer Sharing) non-record submission

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Update submission: SwiGLU + EMA + AdamW TTT + EBLS findings

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Update to 1.1679 BPB: int5 everywhere + SXM run + TTT findings

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Update: Sequential TTT (1.0476 BPB) + memorization analysis

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Update to 1.0028 BPB with global cosine TTT + per-layer LR

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Fix: Report verified 1.1679 BPB (no TTT), reframe multi-epoch TTT as research

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Commits on Mar 24, 2026

Update to frontier architecture + EB-TTT (val_bpb=1.1185)
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