| --- |
| license: apache-2.0 |
| base_model: google/flan-t5-base |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: redteaming_model_flanT5_classification_3 |
| 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. --> |
|
|
| # redteaming_model_flanT5_classification_3 |
|
|
| This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 0.2185 |
|
|
| ## 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: 2e-05 |
| - train_batch_size: 8 |
| - eval_batch_size: 8 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - num_epochs: 10 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | No log | 1.0 | 46 | 0.4301 | |
| | No log | 2.0 | 92 | 0.3396 | |
| | No log | 3.0 | 138 | 0.2838 | |
| | No log | 4.0 | 184 | 0.2605 | |
| | No log | 5.0 | 230 | 0.2405 | |
| | No log | 6.0 | 276 | 0.2315 | |
| | No log | 7.0 | 322 | 0.2239 | |
| | No log | 8.0 | 368 | 0.2209 | |
| | No log | 9.0 | 414 | 0.2188 | |
| | No log | 10.0 | 460 | 0.2185 | |
|
|
|
|
| ### Framework versions |
|
|
| - Transformers 4.42.4 |
| - Pytorch 2.3.1+cu121 |
| - Datasets 2.20.0 |
| - Tokenizers 0.19.1 |
|
|
