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--- |
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license: apache-2.0 |
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base_model: distilgpt2 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: Task3 |
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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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# Task3 |
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This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 3.0246 |
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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: 0.0001 |
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- train_batch_size: 16 |
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- eval_batch_size: 16 |
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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: 10 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 3.1753 | 1.0 | 1741 | 3.0775 | |
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| 3.0194 | 2.0 | 3482 | 3.0338 | |
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| 2.9194 | 3.0 | 5223 | 3.0157 | |
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| 2.8401 | 4.0 | 6964 | 3.0063 | |
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| 2.7765 | 5.0 | 8705 | 3.0064 | |
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| 2.7266 | 6.0 | 10446 | 3.0093 | |
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| 2.6817 | 7.0 | 12187 | 3.0105 | |
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| 2.6458 | 8.0 | 13928 | 3.0156 | |
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| 2.6195 | 9.0 | 15669 | 3.0205 | |
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| 2.5997 | 10.0 | 17410 | 3.0246 | |
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### Framework versions |
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- Transformers 4.32.1 |
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- Pytorch 2.0.1+cu118 |
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- Datasets 2.14.4 |
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- Tokenizers 0.13.3 |
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