gpt2-mydataset
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.9846
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: 0.0003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 8.0182 | 0.0617 | 50 | 7.4035 |
| 7.2474 | 0.1233 | 100 | 7.0215 |
| 6.8954 | 0.1850 | 150 | 6.7160 |
| 6.6165 | 0.2466 | 200 | 6.5297 |
| 6.4592 | 0.3083 | 250 | 6.3550 |
| 6.2465 | 0.3699 | 300 | 6.2113 |
| 6.1436 | 0.4316 | 350 | 6.0884 |
| 6.0491 | 0.4932 | 400 | 5.9975 |
| 5.975 | 0.5549 | 450 | 5.9086 |
| 5.8884 | 0.6165 | 500 | 5.8378 |
| 5.8221 | 0.6782 | 550 | 5.7791 |
| 5.8462 | 0.7398 | 600 | 5.7297 |
| 5.7512 | 0.8015 | 650 | 5.6896 |
| 5.6931 | 0.8631 | 700 | 5.6288 |
| 5.6135 | 0.9248 | 750 | 5.5984 |
| 5.5411 | 0.9864 | 800 | 5.5516 |
| 5.4014 | 1.0481 | 850 | 5.5243 |
| 5.3431 | 1.1097 | 900 | 5.4868 |
| 5.3665 | 1.1714 | 950 | 5.4619 |
| 5.3427 | 1.2330 | 1000 | 5.4313 |
| 5.2786 | 1.2947 | 1050 | 5.4047 |
| 5.3004 | 1.3564 | 1100 | 5.3722 |
| 5.279 | 1.4180 | 1150 | 5.3468 |
| 5.2892 | 1.4797 | 1200 | 5.3211 |
| 5.225 | 1.5413 | 1250 | 5.2964 |
| 5.243 | 1.6030 | 1300 | 5.2768 |
| 5.1481 | 1.6646 | 1350 | 5.2502 |
| 5.1373 | 1.7263 | 1400 | 5.2257 |
| 5.1689 | 1.7879 | 1450 | 5.2159 |
| 5.1515 | 1.8496 | 1500 | 5.1912 |
| 5.115 | 1.9112 | 1550 | 5.1717 |
| 5.1288 | 1.9729 | 1600 | 5.1469 |
| 4.911 | 2.0345 | 1650 | 5.1360 |
| 4.881 | 2.0962 | 1700 | 5.1215 |
| 4.8682 | 2.1578 | 1750 | 5.1092 |
| 4.9181 | 2.2195 | 1800 | 5.0962 |
| 4.904 | 2.2811 | 1850 | 5.0810 |
| 4.9309 | 2.3428 | 1900 | 5.0686 |
| 4.8559 | 2.4044 | 1950 | 5.0563 |
| 4.8654 | 2.4661 | 2000 | 5.0444 |
| 4.8656 | 2.5277 | 2050 | 5.0383 |
| 4.8428 | 2.5894 | 2100 | 5.0228 |
| 4.8463 | 2.6510 | 2150 | 5.0125 |
| 4.7709 | 2.7127 | 2200 | 5.0048 |
| 4.8147 | 2.7744 | 2250 | 4.9981 |
| 4.7904 | 2.8360 | 2300 | 4.9923 |
| 4.7581 | 2.8977 | 2350 | 4.9869 |
| 4.8169 | 2.9593 | 2400 | 4.9846 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.1
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Model tree for zehao888/gpt2-mydataset
Base model
openai-community/gpt2