Record: Fused Triton MLP + Full GPTQ + Coprime Loader + XSA-all + BH2816 (val_bpb 1.1116)#1135
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barneywohl wants to merge 1 commit intoopenai:mainfrom
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Record: Fused Triton MLP + Full GPTQ + Coprime Loader + XSA-all + BH2816 (val_bpb 1.1116)#1135barneywohl wants to merge 1 commit intoopenai:mainfrom
barneywohl wants to merge 1 commit intoopenai:mainfrom
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…816 (val_bpb 1.1116) 3-seed mean: 1.1116 ± 0.0005 Seeds: 1337=1.1110, 42=1.1121, 2024=1.1118 Stack: LeakyReLU² fused Triton kernel + Full Hessian GPTQ (actorder+Cholesky) + coprime-stride multi-shard loader + XSA on all 11 layers + BigramHash(2816x112) + fullgraph=True torch.compile Built on PR openai#549 scaffold with techniques from PRs openai#726, openai#634, openai#1019, openai#287.
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Record Submission
Author: @barneywohl
Date: 2026-03-30
val_bpb: 1.1116 ± 0.0005 (3-seed mean)
Results (8×H100 SXM)
Improvement over SOTA
Stack
Built on PR #549 by @abaybektursun with techniques from PRs #726, #634, #1019, #287.
See records folder for full README, logs, and reproducible script.