| --- |
| library_name: peft |
| license: mit |
| base_model: openai-community/gpt2 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: text-simplification |
| results: [] |
| --- |
| |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| should probably proofread and complete it, then remove this comment. --> |
|
|
| [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/uds/Graded%20text%20simplification%20training/runs/kh94yqwi) |
| # text-simplification |
|
|
| This model is a fine-tuned version of [openai-community/gpt2](https://huggingface.co/openai-community/gpt2) on an unknown dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 0.5755 |
|
|
| ## 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: 1e-05 |
| - train_batch_size: 16 |
| - eval_batch_size: 16 |
| - seed: 42 |
| - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments |
| - lr_scheduler_type: linear |
| - num_epochs: 10 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 0.6211 | 1.0 | 898 | 0.5805 | |
| | 0.6157 | 2.0 | 1796 | 0.5763 | |
| | 0.6128 | 3.0 | 2694 | 0.5742 | |
| | 0.6102 | 4.0 | 3592 | 0.5738 | |
| | 0.6073 | 5.0 | 4490 | 0.5755 | |
|
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|
| ### Framework versions |
|
|
| - PEFT 0.14.0 |
| - Transformers 4.48.3 |
| - Pytorch 2.6.0+cu124 |
| - Datasets 3.2.0 |
| - Tokenizers 0.21.0 |
