translation_for_recipes_en_fr

PaulineSanchez/translation_for_recipes_en_fr

translation_for_recipes_en_fr is a machine learning model from PaulineSanchez. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
License: apache-2.0
Model type: marian
Access: Public
Created: Jun 11, 2023
Updated: Jun 11, 2023
SHA: 5fe74da7

Datasets

PaulineSanchez/recipes_translation_400

Model card

From the Hugging Face model README

train_hf_new_batch_8_epoch_3

This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-fr on the PaulineSanchez/recipes_translation_400 dataset. It achieves the following results on the evaluation set:

Loss: 0.7390
Bleu: 57.269
Gen Len: 36.1375

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	40	0.7647	56.4458	36.4625
No log	2.0	80	0.7441	55.8074	36.4625
No log	3.0	120	0.7390	57.269	36.1375

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: marian
License: apache-2.0
Languages: en, fr
Created: Jun 11, 2023
Updated: Jun 11, 2023