Fit-only OCR preference experiment

Experimental SFT-anchored, length-normalized preference training. Only authored code and owned model/checkpoint artifacts are public. Competition images, labels, generated negatives, predictions and row membership are excluded. The original competition dataset and private owner split are required to reproduce. No leaderboard improvement is claimed.

Method: https://arxiv.org/abs/2405.14734 Initialization: hassanql/road-qwen3vl8b-stackmix@15d83cc593a4e7a61fe58e5e545c75f31e05ddba Base: Qwen/Qwen3-VL-8B-Instruct@0c351dd01ed87e9c1b53cbc748cba10e6187ff3b

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