Record: SP8192 + 3-Layer Recurrence + Parallel Residuals + QK-Gain 5.25 + Legal TTT + V-Gated — val_bpb 1.0796 (3-seed mean)#1770
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…iculum + MLPClip12 Frontier: openai#1769 (1.06453) and openai#1771 (1.06513) both below baseline. New ideas: mlp-clip-sigmas-12, v-gate. Map updated with openai#1769, openai#1771, openai#1770. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
This PR adds a new record submission based on the SP8192 + 3-Layer Recurrence + Parallel Residuals + QK-Gain 5.25 + Legal TTT baseline.
Main additions in this submission:
MUON_BACKEND_STEPS=4,TTT_LR=0.01)Result
3-seed TTT BPP:
Files Included
README.mdsubmission.jsontrain_gpt.pytrain_seed42.logtrain_seed314.logtrain_seed999.logNotes
The provided
train_gpt.pycontains the final norm / Smear / V-Gate / compression-layout changes used in this submission.