scenario-NON-KD-PO-COPY-CDF-EN-D2_data-en-cardiff_eng_only_beta
This model is a fine-tuned version of haryoaw/scenario-TCR_data-en-cardiff_eng_only2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.5485
- Accuracy: 0.5220
- F1: 0.5222
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: 112233
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 30
Training results
Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
---|---|---|---|---|---|
No log | 4.31 | 250 | 2.3988 | 0.5344 | 0.5353 |
0.2495 | 8.62 | 500 | 3.3999 | 0.5097 | 0.5060 |
0.2495 | 12.93 | 750 | 4.1839 | 0.5075 | 0.5000 |
0.0308 | 17.24 | 1000 | 4.3968 | 0.5181 | 0.5166 |
0.0308 | 21.55 | 1250 | 4.6054 | 0.5159 | 0.5136 |
0.008 | 25.86 | 1500 | 4.5485 | 0.5220 | 0.5222 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.1.1+cu121
- Datasets 2.14.5
- Tokenizers 0.13.3
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