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layoutlmv3-financial-document-classification
curiousily/layoutlmv3-financial-document-classification
layoutlmv3-financial-document-classification is a text classification model from curiousily. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-nc-sa-4.0.
This model is a fine-tuned version of microsoft/layoutlmv3-base trained on Financial Documents Clustering Kaggle Dataset.
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Repo size
2.5 GB
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9
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Repo makeup
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-nc-sa-4.0
- Model type
- layoutlmv3
- Access
- Public
- Created
- Jan 17, 2023
- Updated
- Jan 20, 2023
- SHA
- d1fc4f67
Try a prompt
Spaces
- aegnor8/layoutlmv3
- curiousily/layoutlmv3-financial-document-classification
- gregojoh/layoutlmv3_document
- pacedavis/curiousily-layoutlmv3-financial-document-classification
- luisnook/curiousily-layoutlmv3-financial-document-classification
- huggingMatthias/curiousily-layoutlmv3-financial-document-classification
Model card
From the Hugging Face model README
Model
This model is a fine-tuned version of microsoft/layoutlmv3-base trained on Financial Documents Clustering Kaggle Dataset.
It classifies document images into one of the following (5) classes:
- Income Statements
- Balance Sheets
- Cash Flows
- Notes
- Others
Training
This model uses OCR data from EasyOCR instead of the default Tesseract OCR engine.
Libraries
- transformers 4.25.1
- pytorch-lightning 1.8.6
- torchmetrics 0.11.0
- easyocr 1.6.2
- Task
- Text Classification
- Library
- transformers
- Type
- layoutlmv3
- License
- cc-by-nc-sa-4.0
- Languages
- en
- Created
- Jan 17, 2023
- Updated
- Jan 20, 2023