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table3_foundation_checkpoint = v4d_world_stageA_lam4_from50k/step_0070000.pt (lambda=4 from the lam2 run's 50k, MIT 4x64; user 2026-09-24)
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wm-off from 78k: step 110000
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wm-off from 78k: step 100000
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wm-off from 78k: step 90000
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wm-off from 78k: step 90000
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wm-off from 78k: step 80000
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lam4 from50k: step 78000 (MIT -> IBM handover)
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early checkpoints: lam2 10k-40k, stage A 20k-50k
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stageA 110k (last.pt)
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stageA 0100000
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stageA 0090000
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stageA 0080000
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stageA 0070000
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stageA 0060000
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checkpoint 0056000
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checkpoint 0050000
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checkpoint
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data