Non-record: Universal Transformer + Adaptive Density (val_bpb 1.4390)#1193
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dentity007 wants to merge 3 commits intoopenai:mainfrom
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Non-record: Universal Transformer + Adaptive Density (val_bpb 1.4390)#1193dentity007 wants to merge 3 commits intoopenai:mainfrom
dentity007 wants to merge 3 commits intoopenai:mainfrom
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…er optimization, and SSM exploration
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Shared-weight block looped 12× with per-iteration params + 50% sparse→dense curriculum. 4.56M params → 2.87MB. Implements OpenAI's requested 'Universal transformer' direction. Confirms PR #363 findings on depth recurrence.
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