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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/lending_semantic
Dataset size: 64681
Revision: 4e5c258

Training

This model was fine-tuned using the following hyperparameters:

Learning rate: 1e-05
Batch size: 8
Max epochs: 5
Weight decay: 0.01