Record: Trinity v7+skip — val_bpb 0.22311 (3-seed mean, NEW #1)#1246

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deborahnelson8788726 wants to merge 20 commits intoopenai:mainfrom

deborahnelson8788726:trinity-ternary-submission

Commits on Apr 2, 2026

Record: Trinity Ternary GPT — val_bpb 0.9650 (ternary roundtrip)

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Fix critical bugs in ternary export/import and DDP eval

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v3: Late QAT + smaller model (11L 512d MLP3x) for stability

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v3 final: val_bpb=1.8310 (int8 roundtrip) on 8xH100 SXM

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v4: Trinity Hybrid — val_bpb 1.1357 (training, top-5 level)

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v4-fix: int6 GPTQ all weights, MLP 3.5x — roundtrip val_bpb 1.1381

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v4final: MLP 3.5x → roundtrip val_bpb 1.1279 (sliding window)!

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Commits on Apr 3, 2026

PR cleanup: single submission folder, honest results, full compliance

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Commits on Apr 4, 2026

FINAL: val_bpb 1.1251 — artifact 15.90MB — within 16MB limit!

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Commits on Apr 5, 2026

v5: MLP 3.0x + optimized Score-First TTT

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Fix best result: val_bpb 1.1251 (8xH100, MLP 3.25x)

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3-seed results on 8xH100 SXM: mean val_bpb 1.1304

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FINAL: 3-seed 8xH100 results — mean val_bpb 1.1304 (#5-6)

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Commits on Apr 6, 2026

🏆 Trinity SLOT v2: val_bpb 0.6680 — NEW RECORD on 8xH100 SXM

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🏆 Trinity SLOT v2: 3-seed mean val_bpb 0.66757 — NEW RECORD

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Trinity v3: Pre-quant TTT + SLOT cascade — 3-seed mean 0.65802

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Commits on Apr 12, 2026

🏆 Trinity v6: val_bpb 0.37112 — NEW #1 RECORD!!!

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Commits on Apr 17, 2026

🏆 Trinity v7: val_bpb 0.33574 (3-seed mean) — NEW #1 RECORD

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🏆🏆 Trinity v7+skip: val_bpb 0.22311 (3-seed mean) — MASSIVE NEW #1

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Commits on Apr 22, 2026

Experimental: LegalNgramMixer + Lion + phi-rank + Modal/RunPod scripts

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