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I bet that's one of those areas where a finetune of a 4B model will wipe the floor with anything else.

For readable or normal handwriting yes, big models are overkill. But weird handwriting is mostly edge cases. Bitter lesson territory.

If you can detect -> finetune -> rollout it doesn't have to be a problem.