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falahgs_en-fr_books_model
Falah/falahgs_en-fr_books_model
falahgs_en-fr_books_model is a machine learning model from Falah. 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
- t5
- Access
- Public
- Created
- Jun 15, 2023
- Updated
- Jun 15, 2023
- SHA
- ecd8d54b
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
falahgs_en-fr_books_model
This model is a fine-tuned version of t5-small on the opus_books dataset. It achieves the following results on the evaluation set:
- Loss: 1.5439
- Bleu: 6.0805
- Gen Len: 17.5565
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 1.8416 | 1.0 | 6355 | 1.6150 | 5.5571 | 17.5985 |
| 1.7911 | 2.0 | 12710 | 1.5707 | 5.9025 | 17.5616 |
| 1.7539 | 3.0 | 19065 | 1.5492 | 6.0302 | 17.5599 |
| 1.7474 | 4.0 | 25420 | 1.5439 | 6.0805 | 17.5565 |
Framework versions
- Transformers 4.27.1
- Pytorch 2.0.1+cu118
- Datasets 2.9.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jun 15, 2023
- Updated
- Jun 15, 2023