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layoutlm_v1_base_ft_funsd_kie_LoRa_220epochs

ihebMissaoui/layoutlm_v1_base_ft_funsd_kie_LoRa_220epochs

layoutlm_v1_base_ft_funsd_kie_LoRa_220epochs is a token classification model from ihebMissaoui. Use it when you need labels on individual words, such as names. It is set up for transformers.

I used LoRa fine tuning with r=16 , trainable params: 702,733 || all params: 113,237,786 and achieves this metrics {'loss': 2.2948044538497925, 'precision': 0.7458487084870848, 'recall': 0.8089044522261131, 'f1': 0.77…

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At a glance

Task
Token Classification
Library
transformers
Model type
layoutlm
Access
Public
Created
May 24, 2024
Updated
May 24, 2024
SHA
c4bb7eff

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Task
Token Classification
Library
transformers
Type
layoutlm
Created
May 24, 2024
Updated
May 24, 2024