65a3e1a2e304a0b2e1118431fd0a5f60
This model is a fine-tuned version of distilbert/distilgpt2 on the contemmcm/clickbait dataset. It achieves the following results on the evaluation set:
- Loss: 0.0242
- Data Size: 1.0
- Epoch Runtime: 29.1527
- Accuracy: 0.9979
- F1 Macro: 0.9978
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
- distributed_type: multi-GPU
- num_devices: 4
- total_train_batch_size: 32
- total_eval_batch_size: 32
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: constant
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Data Size | Epoch Runtime | Accuracy | F1 Macro |
|---|---|---|---|---|---|---|---|
| No log | 0 | 0 | 5.0518 | 0 | 3.5783 | 0.3873 | 0.2797 |
| No log | 1 | 650 | 0.2177 | 0.0078 | 3.8926 | 0.9296 | 0.9264 |
| No log | 2 | 1300 | 0.0150 | 0.0156 | 3.9929 | 0.9967 | 0.9965 |
| No log | 3 | 1950 | 0.0046 | 0.0312 | 4.3827 | 0.9986 | 0.9986 |
| No log | 4 | 2600 | 0.0039 | 0.0625 | 5.0552 | 0.9988 | 0.9988 |
| 0.0064 | 5 | 3250 | 0.0032 | 0.125 | 6.7608 | 0.9990 | 0.9990 |
| 0.0034 | 6 | 3900 | 0.0124 | 0.25 | 9.9927 | 0.9983 | 0.9982 |
| 0.0002 | 7 | 4550 | 0.0107 | 0.5 | 15.8401 | 0.9985 | 0.9984 |
| 0.0012 | 8.0 | 5200 | 0.0041 | 1.0 | 29.0009 | 0.9992 | 0.9992 |
| 0.0 | 9.0 | 5850 | 0.0017 | 1.0 | 29.7472 | 0.9992 | 0.9992 |
| 0.0 | 10.0 | 6500 | 0.0047 | 1.0 | 28.6022 | 0.9994 | 0.9994 |
| 0.0 | 11.0 | 7150 | 0.0089 | 1.0 | 28.0580 | 0.9992 | 0.9992 |
| 0.0 | 12.0 | 7800 | 0.0057 | 1.0 | 28.4593 | 0.9992 | 0.9992 |
| 0.0041 | 13.0 | 8450 | 0.0242 | 1.0 | 29.1527 | 0.9979 | 0.9978 |
Framework versions
- Transformers 4.57.0
- Pytorch 2.8.0+cu128
- Datasets 4.3.0
- Tokenizers 0.22.1
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Model tree for contemmcm/65a3e1a2e304a0b2e1118431fd0a5f60
Base model
distilbert/distilgpt2