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--- |
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license: apache-2.0 |
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base_model: facebook/bart-large |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: bart-finetuned-loaf-512-lyrictoplan |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# bart-finetuned-loaf-512-lyrictoplan |
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This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.8160 |
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## 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 |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-05 |
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- train_batch_size: 4 |
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- eval_batch_size: 4 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 4 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 1.4176 | 0.45 | 500 | 1.1073 | |
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| 1.1228 | 0.89 | 1000 | 0.9915 | |
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| 0.9568 | 1.34 | 1500 | 0.9347 | |
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| 0.888 | 1.78 | 2000 | 0.8795 | |
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| 0.8179 | 2.23 | 2500 | 0.8774 | |
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| 0.7929 | 2.67 | 3000 | 0.8551 | |
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| 0.7256 | 3.12 | 3500 | 0.8213 | |
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| 0.6979 | 3.56 | 4000 | 0.8160 | |
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### Framework versions |
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- Transformers 4.39.3 |
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- Pytorch 2.2.1+cu121 |
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- Datasets 2.18.0 |
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- Tokenizers 0.15.2 |
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