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Is it possible to modify the parameters of the model in hugging face?
Also, are documents uploaded into hugging face privatE?
I'd like to try a) train and b) do document extraction in two contexts
First context is clinical (trying to retrieve medical details from a visit summary of a doctor's visit), and the second context is investment related - want to see if I can extract specific details from periodic investor updates or earnings letters
Hi @Kunle , the app, models, and weights are all open source:
- App: https://huggingface.co/spaces/impira/docquery/tree/main
- Model Code: https://github.com/impira/docquery
- Model Weights: https://huggingface.co/impira/layoutlm-document-qa
You are welcome to fork any of these to train on your own documents, but I'd also expect it to work pretty well without any training! If you would like help training/storing/querying/etc. the documents, you can also check out our commercial product: https://impira.com. We have HIPAA support among many other helpful features.