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en-ru_mtmodel
sophiebui/en-ru_mtmodel
en-ru_mtmodel is a machine learning model from sophiebui. 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 mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- m2m_100
- Access
- Public
- Created
- Oct 18, 2024
- Updated
- Oct 18, 2024
- SHA
- f62e0db6
Base models
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. -->
en-ru_mtmodel
This model is a fine-tuned version of facebook/m2m100_418M on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3704
- Bleu: 55.3333
- Gen Len: 12.1661
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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.4985 | 1.0 | 30777 | 0.4535 | 51.6282 | 12.1057 |
| 0.3926 | 2.0 | 61554 | 0.3924 | 54.2743 | 12.1628 |
| 0.3088 | 3.0 | 92331 | 0.3704 | 55.3333 | 12.1661 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.20.1
- Library
- transformers
- Type
- m2m_100
- License
- mit
- Created
- Oct 18, 2024
- Updated
- Oct 18, 2024