| --- |
| library_name: transformers |
| license: apache-2.0 |
| base_model: google/flan-t5-small |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: rti-formatter |
| 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. --> |
|
|
| # rti-formatter |
|
|
| This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 0.0075 |
|
|
| ## 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: 10 |
| |
| ### Training results |
| |
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 0.0701 | 1.0 | 57 | 0.0314 | |
| | 0.0238 | 2.0 | 114 | 0.0156 | |
| | 0.0156 | 3.0 | 171 | 0.0108 | |
| | 0.0130 | 4.0 | 228 | 0.0107 | |
| | 0.0126 | 5.0 | 285 | 0.0089 | |
| | 0.0113 | 6.0 | 342 | 0.0082 | |
| | 0.0117 | 7.0 | 399 | 0.0089 | |
| | 0.0092 | 8.0 | 456 | 0.0078 | |
| | 0.0102 | 9.0 | 513 | 0.0074 | |
| | 0.0089 | 10.0 | 570 | 0.0075 | |
| |
| |
| ### Framework versions |
| |
| - Transformers 5.15.0 |
| - Pytorch 2.11.0+cu128 |
| - Datasets 4.0.0 |
| - Tokenizers 0.22.2 |
| |
