ArafatBHossain's picture
update model card README.md
f8ff356
metadata
license: apache-2.0
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: bert-distilled-twitter-sent140_dataset_hp_optimized_final
    results: []

bert-distilled-twitter-sent140_dataset_hp_optimized_final

This model is a fine-tuned version of ArafatBHossain/distilbert-base-uncased_fine_tuned_sent140 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7526
  • Accuracy: 0.7701

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: 1.0252171333853176e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Accuracy
0.5666 1.0 408 0.7110 0.7647
0.501 2.0 816 0.7382 0.7567
0.5199 3.0 1224 0.7562 0.7674
0.4972 4.0 1632 0.7502 0.7647
0.4498 5.0 2040 0.7526 0.7701

Framework versions

  • Transformers 4.25.1
  • Pytorch 1.11.0
  • Datasets 2.7.1
  • Tokenizers 0.12.1