stevemobs's picture
update model card README.md
0f5f8f6
metadata
license: mit
tags:
  - generated_from_trainer
datasets:
  - squad
model-index:
  - name: deberta-base-finetuned-squad1
    results: []

deberta-base-finetuned-squad1

This model is a fine-tuned version of microsoft/deberta-base on the squad dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8037

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 12
  • eval_batch_size: 12
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss
0.7928 1.0 7380 0.7810
0.5795 2.0 14760 0.8037

Framework versions

  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1