financeLM_outputpath_final_model_15
This model is a fine-tuned version of openai-community/gpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.9396
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6902 | 1.0 | 671 | 1.3422 |
| 1.0644 | 2.0 | 1342 | 1.3353 |
| 0.8371 | 3.0 | 2013 | 1.4028 |
| 0.6842 | 4.0 | 2685 | 1.4639 |
| 0.5775 | 5.0 | 3356 | 1.5597 |
| 0.4967 | 6.0 | 4027 | 1.6722 |
| 0.438 | 7.0 | 4698 | 1.7115 |
| 0.3909 | 8.0 | 5370 | 1.7681 |
| 0.3556 | 9.0 | 6041 | 1.8081 |
| 0.3293 | 10.0 | 6712 | 1.8478 |
| 0.3076 | 11.0 | 7383 | 1.8752 |
| 0.2908 | 12.0 | 8055 | 1.8949 |
| 0.2781 | 13.0 | 8726 | 1.9260 |
| 0.2685 | 14.0 | 9397 | 1.9298 |
| 0.2602 | 14.99 | 10065 | 1.9396 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.2+cu121
- Datasets 2.14.5
- Tokenizers 0.14.1
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Base model
openai-community/gpt2