| --- |
| license: apache-2.0 |
| base_model: aparajitha/bart-base-sci |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: bart-base-sci-ms-fl |
| 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. --> |
|
|
| # bart-base-sci-ms-fl |
|
|
| This model is a fine-tuned version of [aparajitha/bart-base-sci](https://huggingface.co/aparajitha/bart-base-sci) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 2.3036 |
|
|
| ## 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 |
|
|
| ### Training hyperparameters |
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| 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: 6 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | No log | 1.0 | 274 | 2.5338 | |
| | 3.0007 | 2.0 | 548 | 2.4135 | |
| | 3.0007 | 3.0 | 822 | 2.3471 | |
| | 2.4247 | 4.0 | 1096 | 2.3202 | |
| | 2.4247 | 5.0 | 1370 | 2.3081 | |
| | 2.2917 | 6.0 | 1644 | 2.3036 | |
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| ### Framework versions |
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|
| - Transformers 4.43.4 |
| - Pytorch 1.13.1 |
| - Datasets 2.12.0 |
| - Tokenizers 0.19.1 |
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|
