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by _kidlike 37 days ago
I assume you mean for coding, for which I would agree. But for OCR Mistral is SOTA :)
1 comments

I am not totally following this area but the link from a commenter from above suggests that it is not SOTA but on the lower end (but still good): https://getomni.ai/blog/benchmarking-open-source-models-for-...
interesting... I have never seen such a benchmark before, where it forces the model to use a json schema for parsing a document. Sounds a bit counter intuitive to me, but I'm not that deep in the field. I usually just "ask" the model for information that is inside an image pdf. I haven't run any sophisticated benchmarks though...
No, they don't force the model to use a json schema, they simply use the model to extract the data, and then they feed that OCR result into the pipeline further to evaluate the OCR results against the ground truth, and this is where JSON schema is used, and also another model (gpt4o).
aaahhh...