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# Model Card

We are training an encoder model in order to classify the repayment outcome of a merchant.
The input of the model is a structured credit report and the output is a binary prediction.

## Model Details
- Base Model: allenai/longformer-large-4096
- Dataset: cloudwalk-kickass/inkman_v22_prompt
- Dataset size: 36606
- Revision: 96d1f08


## Training
This model was fine-tuned using the following hyperparameters:
- Learning rate: 1e-05
- Batch size: 2
- Max epochs: 4
- Weight decay: 0.01