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LayoutLMv3-Fine-Tuning-FUNSD
Ammar-alhaj-ali/LayoutLMv3-Fine-Tuning-FUNSD
LayoutLMv3-Fine-Tuning-FUNSD is a token classification model from Ammar-alhaj-ali. Use it when you need labels on individual words, such as names. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- layoutlmv3
- Access
- Public
- Created
- Sep 4, 2022
- Updated
- Sep 5, 2022
- SHA
- e4fb2f60
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Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
layoutlmv3-finetuned-funsd
This model is a fine-tuned version of microsoft/layoutlmv3-base on the nielsr/funsd-layoutlmv3 dataset. It achieves the following results on the evaluation set:
- Loss: 1.038318
- Precision: 0.918177
- Recall: 0.930949
- F1: 0.924519
- Accuracy: 0.859979
- Task
- Token Classification
- Library
- transformers
- Type
- layoutlmv3
- Created
- Sep 4, 2022
- Updated
- Sep 5, 2022