PaulineSanchez
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- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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---
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:1f20a9d8beed88146bd9b23660e003555e8794a7f4f1bb11ff44ce83f22b975d
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size 298763205
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:1cf7990a601c547de36f4a155fa4599973d6bf9ea2148a1248b70bd4527577b1
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size 4091
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