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m2m100-lg-to-en-v5
MubarakB/m2m100-lg-to-en-v5
m2m100-lg-to-en-v5 is a machine learning model from MubarakB. 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
- Jun 3, 2024
- Updated
- Jun 3, 2024
- SHA
- 982cd592
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. -->
m2m100-lg-to-en-v5
This model is a fine-tuned version of MubarakB/m2m100-lg-to-en-v2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5196
- Bleu: 0.1371
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: 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: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| 2.6476 | 1.0 | 237 | 0.7225 | 0.3822 |
| 0.5312 | 2.0 | 474 | 0.5011 | 0.0973 |
| 0.4211 | 3.0 | 711 | 0.4924 | 0.3545 |
| 0.4015 | 4.0 | 948 | 0.4957 | 0.1006 |
| 0.3431 | 5.0 | 1185 | 0.5096 | 0.1953 |
| 0.2992 | 6.0 | 1422 | 0.5196 | 0.1371 |
Framework versions
- Transformers 4.41.1
- Pytorch 2.1.2
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- m2m_100
- License
- mit
- Created
- Jun 3, 2024
- Updated
- Jun 3, 2024