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End of training
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metadata
license: apache-2.0
base_model: distilbert-base-cased
tags:
  - generated_from_trainer
model-index:
  - name: sentence_sentiments_analysis_distilbert
    results: []

sentence_sentiments_analysis_distilbert

This model is a fine-tuned version of distilbert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2850
  • F1-score: 0.8986

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: 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

Training results

Training Loss Epoch Step Validation Loss F1-score
0.3178 1.0 2500 0.2850 0.8986
0.2157 2.0 5000 0.3249 0.9046
0.1018 3.0 7500 0.4707 0.9080
0.0295 4.0 10000 0.5929 0.9090
0.0133 5.0 12500 0.6411 0.9120

Framework versions

  • Transformers 4.32.1
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.4
  • Tokenizers 0.13.3