| --- |
| license: apache-2.0 |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: HintsGenerator |
| 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. --> |
|
|
| # HintsGenerator |
|
|
| This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an unknown dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 1.7541 |
|
|
| ## Model description |
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| More information needed |
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| ## Intended uses & limitations |
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| More information needed |
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| ## Training and evaluation data |
|
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| More information needed |
|
|
| ## Training procedure |
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|
| ### Training hyperparameters |
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| The following hyperparameters were used during training: |
| - learning_rate: 2e-05 |
| - train_batch_size: 64 |
| - 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 | |
| |:-------------:|:-----:|:-----:|:---------------:| |
| | 2.2228 | 1.0 | 1053 | 1.8560 | |
| | 2.078 | 2.0 | 2106 | 1.7876 | |
| | 1.9936 | 3.0 | 3159 | 1.7681 | |
| | 1.9479 | 4.0 | 4212 | 1.7580 | |
| | 1.911 | 5.0 | 5265 | 1.7552 | |
| | 1.883 | 6.0 | 6318 | 1.7642 | |
| | 1.8738 | 7.0 | 7371 | 1.7618 | |
| | 1.8524 | 8.0 | 8424 | 1.7571 | |
| | 1.847 | 9.0 | 9477 | 1.7532 | |
| | 1.8346 | 10.0 | 10530 | 1.7541 | |
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| ### Framework versions |
|
|
| - Transformers 4.30.1 |
| - Pytorch 2.0.1+cu118 |
| - Datasets 2.12.0 |
| - Tokenizers 0.13.3 |
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|
