Record: 11L Int6 QAT + SmearGate + WD 0.038 (val_bpb=1.1502)#192
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baudrillardsgh0st wants to merge 2 commits intoopenai:mainfrom
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Record: 11L Int6 QAT + SmearGate + WD 0.038 (val_bpb=1.1502)#192baudrillardsgh0st wants to merge 2 commits intoopenai:mainfrom
baudrillardsgh0st wants to merge 2 commits intoopenai:mainfrom
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9L 512dim int6 QAT with STE, SmearGate, Muon weight decay 0.01, int6-in-int8 zstd22 compression. 14.77MB artifact, 9706 steps @ 61.8ms/step. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
11-layer GPT with int6 QAT, SmearGate, and decoupled Muon weight decay 0.038. Artifact: 15.50MB (int6+zstd-22). Single seed, 7723 steps at 77ms/step. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Key improvements over prior submission (openai#192, 1.1502): - Per-dimension SmearGate (sigmoid(Parameter(dim))) vs scalar gate - Stochastic Weight Averaging every 50 steps over last 50% of training - Result: 1.1453 BPB, beating current SOTA (1.1458) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Key Techniques
Test plan
🤖 Generated with Claude Code