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--- |
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language: |
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- fr |
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- en |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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datasets: |
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- PaulineSanchez/recipes_translation_400 |
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metrics: |
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- bleu |
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model-index: |
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- name: train_hf_new_fren_batch_12_epoch_4 |
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results: |
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- task: |
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name: Translation |
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type: translation |
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dataset: |
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name: PaulineSanchez/recipes_translation_400 |
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type: PaulineSanchez/recipes_translation_400 |
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split: validation |
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metrics: |
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- name: Bleu |
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type: bleu |
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value: 59.7829 |
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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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# train_hf_new_fren_batch_12_epoch_4 |
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This model is a fine-tuned version of [Helsinki-NLP/opus-mt-fr-en](https://huggingface.co/Helsinki-NLP/opus-mt-fr-en) on the PaulineSanchez/recipes_translation_400 dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.7762 |
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- Bleu: 59.7829 |
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- Gen Len: 29.475 |
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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: 12 |
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- eval_batch_size: 12 |
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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: 4.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len | |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:| |
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| No log | 1.0 | 27 | 0.8249 | 57.2256 | 29.225 | |
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| No log | 2.0 | 54 | 0.7964 | 58.125 | 28.95 | |
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| No log | 3.0 | 81 | 0.7786 | 59.3353 | 29.35 | |
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| No log | 4.0 | 108 | 0.7762 | 59.7829 | 29.475 | |
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### Framework versions |
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- Transformers 4.31.0.dev0 |
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- Pytorch 2.0.1+cu117 |
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- Datasets 2.12.0 |
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- Tokenizers 0.13.3 |
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