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Modele_traduction_HF
PaulineSanchez/Modele_traduction_HF
Modele_traduction_HF is a translation model from PaulineSanchez. Use it when you need text moved from one language to another. It is set up for transformers.
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-fr on the PaulineSanchez/Tradfood dataset. It achieves the following results on the evaluation set: - Loss: 0.5736 - Bleu: 77.4387 - Gen Len: 10.8386
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At a glance
- Task
- Translation
- Library
- transformers
- Model type
- marian
- Access
- Public
- Created
- May 5, 2023
- Updated
- May 11, 2023
- SHA
- c02b8ded
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Datasets
Model card
From the Hugging Face model README
train_hf
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-fr on the PaulineSanchez/Trad_food dataset. It achieves the following results on the evaluation set:
- Loss: 0.5736
- Bleu: 77.4387
- Gen Len: 10.8386
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6.0
Training results
Framework versions
- Transformers 4.29.0.dev0
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Translation
- Library
- transformers
- Type
- marian
- Languages
- en, fr
- Created
- May 5, 2023
- Updated
- May 11, 2023