Record: X-WING 3D Cubric + Complementary Training (val_bpb=0.4820)#814

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newjordan wants to merge 21 commits intoopenai:mainfrom

newjordan:submission/xwing-cubric3d

Commits on Mar 26, 2026

X-WING 3D Cubric: 0.4820 BPB (3-seed mean, std 0.0002)

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B-wing lab: port PR #809 n-gram techniques onto X-WING base

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B-wing II: cubric ON + entropy shift + fast TTT

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B-wing III: LoRA TTT from #809 + cubric ON + all n-gram fixes

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Record bwing_full_port seed 1337: 0.4512 BPB

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Replace bwing_III with copy of SOTA bwing_full_port (0.4512 BPB)

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B-wing IV + V: fix 7→9 hash primes (order 8-9 collision bug)

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Add B-wing pod setup script (FA3 + zstandard + sp1024)

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Add n-gram parameter grid sweep for bwing_V

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A-Wing Green: INT5 GPTQ (clip_range=15) + 9-prime hash fix

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A-Wing Green: strip TTT, cubric, F1 correction, distillation

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Record results: A-Wing Green 0.4576, bwing_V 0.4601

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A-Wing Green_1: Oracle Alpha — use model_p vs ngram_p directly

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Green_1: cap training at 570s to fit GPTQ in 600s budget

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Green_1: add preflight checks (zstd, FA3) + zstd import warning

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A-Wing Green_2: Oracle Alpha + LoRA TTT + 9-Prime

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Fix pod setup: use system Python, no conda/PYTHONPATH hacks

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NEW SOTA 0.3200 BPB: A-Wing Green_1 Oracle Alpha + 9-Prime

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A-Wing Purple: Learned Mixer Head for legal n-gram ceiling

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Add pod_launch.sh: one command for clone + setup + run

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Fix pod_launch.sh: pull from private repo (fork1), not public

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Record: X-WING 3D Cubric + Complementary Training (val_bpb=0.4820)#814

Record: X-WING 3D Cubric + Complementary Training (val_bpb=0.4820)#814
newjordan wants to merge 21 commits intoopenai:mainfrom
newjordan:submission/xwing-cubric3d

Commits on Mar 26, 2026

X-WING 3D Cubric: 0.4820 BPB (3-seed mean, std 0.0002)

B-wing lab: port PR #809 n-gram techniques onto X-WING base

B-wing II: cubric ON + entropy shift + fast TTT

B-wing III: LoRA TTT from #809 + cubric ON + all n-gram fixes

Record bwing_full_port seed 1337: 0.4512 BPB

Replace bwing_III with copy of SOTA bwing_full_port (0.4512 BPB)

B-wing IV + V: fix 7→9 hash primes (order 8-9 collision bug)

Add B-wing pod setup script (FA3 + zstandard + sp1024)

Add n-gram parameter grid sweep for bwing_V

A-Wing Green: INT5 GPTQ (clip_range=15) + 9-prime hash fix

A-Wing Green: strip TTT, cubric, F1 correction, distillation

Record results: A-Wing Green 0.4576, bwing_V 0.4601

A-Wing Green_1: Oracle Alpha — use model_p vs ngram_p directly

Green_1: cap training at 570s to fit GPTQ in 600s budget

Green_1: add preflight checks (zstd, FA3) + zstd import warning

A-Wing Green_2: Oracle Alpha + LoRA TTT + 9-Prime

Fix pod setup: use system Python, no conda/PYTHONPATH hacks

NEW SOTA 0.3200 BPB: A-Wing Green_1 Oracle Alpha + 9-Prime

A-Wing Purple: Learned Mixer Head for legal n-gram ceiling

Add pod_launch.sh: one command for clone + setup + run

Fix pod_launch.sh: pull from private repo (fork1), not public