| --- |
| base_model: eenzeenee/t5-base-korean-summarization |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: FingerFriend-t5-base-v1 |
| 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. --> |
|
|
| # FingerFriend-t5-base-v1 |
|
|
| This model is a fine-tuned version of [eenzeenee/t5-base-korean-summarization](https://huggingface.co/eenzeenee/t5-base-korean-summarization) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 0.6214 |
|
|
| ## Model description |
|
|
| More information needed |
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|
| ## Intended uses & limitations |
|
|
| More information needed |
|
|
| ## Training and evaluation data |
|
|
| More information needed |
|
|
| ## Training procedure |
|
|
| ### Training hyperparameters |
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|
| The following hyperparameters were used during training: |
| - learning_rate: 1e-05 |
| - train_batch_size: 4 |
| - eval_batch_size: 4 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - num_epochs: 20 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:-----:|:---------------:| |
| | 1.2945 | 1.0 | 1735 | 0.7757 | |
| | 0.8016 | 2.0 | 3470 | 0.6987 | |
| | 0.7058 | 3.0 | 5205 | 0.6617 | |
| | 0.6402 | 4.0 | 6940 | 0.6387 | |
| | 0.5864 | 5.0 | 8675 | 0.6283 | |
| | 0.5476 | 6.0 | 10410 | 0.6214 | |
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| ### Framework versions |
|
|
| - Transformers 4.33.3 |
| - Pytorch 2.0.1+cu118 |
| - Datasets 2.14.5 |
| - Tokenizers 0.13.3 |
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|
