Eliac11/FitModelKTP
This model is a fine-tuned version of Eliac11/tinkNLP on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.2798
- Validation Loss: 3.0329
- Epoch: 41
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.005}
- training_precision: float32
Training results
Train Loss | Validation Loss | Epoch |
---|---|---|
3.9625 | 4.0902 | 0 |
3.7233 | 3.9629 | 1 |
3.5004 | 3.8605 | 2 |
3.2832 | 3.7674 | 3 |
3.0715 | 3.7121 | 4 |
2.8942 | 3.6216 | 5 |
2.7196 | 3.5805 | 6 |
2.5480 | 3.4985 | 7 |
2.3730 | 3.4634 | 8 |
2.2230 | 3.4004 | 9 |
2.0769 | 3.3615 | 10 |
1.9424 | 3.3254 | 11 |
1.8186 | 3.2929 | 12 |
1.7042 | 3.2540 | 13 |
1.5870 | 3.2088 | 14 |
1.4708 | 3.1860 | 15 |
1.3852 | 3.1750 | 16 |
1.2858 | 3.1422 | 17 |
1.2008 | 3.1238 | 18 |
1.1220 | 3.0919 | 19 |
1.0540 | 3.0795 | 20 |
0.9794 | 3.0708 | 21 |
0.9126 | 3.0515 | 22 |
0.8535 | 3.0567 | 23 |
0.8003 | 3.0344 | 24 |
0.7417 | 3.0280 | 25 |
0.6913 | 3.0222 | 26 |
0.6467 | 3.0232 | 27 |
0.6076 | 3.0171 | 28 |
0.5714 | 3.0096 | 29 |
0.5296 | 3.0148 | 30 |
0.4989 | 3.0026 | 31 |
0.4666 | 3.0084 | 32 |
0.4366 | 3.0061 | 33 |
0.4123 | 3.0066 | 34 |
0.3904 | 3.0154 | 35 |
0.3676 | 3.0024 | 36 |
0.3467 | 3.0194 | 37 |
0.3249 | 3.0249 | 38 |
0.3095 | 3.0149 | 39 |
0.2947 | 3.0215 | 40 |
0.2798 | 3.0329 | 41 |
Framework versions
- Transformers 4.38.2
- TensorFlow 2.15.0
- Datasets 2.18.0
- Tokenizers 0.15.2
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