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--- |
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license: mit |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: german-poetry-gpt2-large |
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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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# german-poetry-gpt2-large |
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This model is a fine-tuned version of [benjamin/gerpt2-large](https://huggingface.co/benjamin/gerpt2-large) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 4.1467 |
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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: 2 |
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- eval_batch_size: 2 |
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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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- lr_scheduler_warmup_steps: 500 |
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- num_epochs: 8 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:------:|:---------------:| |
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| 3.6511 | 1.0 | 20592 | 3.6164 | |
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| 3.2974 | 2.0 | 41184 | 3.5282 | |
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| 2.9307 | 3.0 | 61776 | 3.5443 | |
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| 2.6412 | 4.0 | 82368 | 3.6337 | |
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| 2.275 | 5.0 | 102960 | 3.7956 | |
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| 2.0971 | 6.0 | 123552 | 3.8927 | |
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| 1.8885 | 7.0 | 144144 | 4.0685 | |
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| 1.775 | 8.0 | 164736 | 4.1467 | |
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### Framework versions |
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- Transformers 4.19.4 |
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- Pytorch 1.11.0+cu113 |
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- Tokenizers 0.12.1 |
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