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metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: 20split_dataset_version3
    results: []

20split_dataset_version3

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.8310

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: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 16

Training results

Training Loss Epoch Step Validation Loss
3.1679 1.0 313 2.9768
2.9869 2.0 626 2.9299
2.8528 3.0 939 2.9176
2.7435 4.0 1252 2.9104
2.6458 5.0 1565 2.8863
2.5865 6.0 1878 2.8669
2.5218 7.0 2191 2.8802
2.4647 8.0 2504 2.8639
2.3933 9.0 2817 2.8543
2.3687 10.0 3130 2.8573
2.3221 11.0 3443 2.8398
2.276 12.0 3756 2.8415
2.2379 13.0 4069 2.8471
2.2427 14.0 4382 2.8318
2.1741 15.0 4695 2.8356
2.1652 16.0 5008 2.8310

Framework versions

  • Transformers 4.21.0
  • Pytorch 1.12.0+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1