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Add train/eval split + still_fail rescue (Qwen multi-attempt + Sonnet)
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Configs: add eval split
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Deduplicate: drop 73022 near-identical duplicate blocks (text + crop-image match, kept 1 representative per cluster)
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reshard: replace 10 docs regenerated under new prompt
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initial commit
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