---
{}
---
# 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