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m2m100_418M_pt_formal
sophiayk20/m2m100_418M_pt_formal
m2m100_418M_pt_formal is a machine learning model from sophiayk20. 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
- Mar 8, 2025
- Updated
- Mar 8, 2025
- SHA
- c2652d78
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_418M_pt_formal
This model is a fine-tuned version of facebook/m2m100_418M on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3145
- Bleu: 40.5054
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: 32
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| 4.0262 | 0.3956 | 500 | 0.3792 | 36.1929 |
| 0.3736 | 0.7911 | 1000 | 0.3307 | 38.8103 |
| 0.3346 | 1.1867 | 1500 | 0.3236 | 39.2764 |
| 0.3118 | 1.5823 | 2000 | 0.3194 | 39.7404 |
| 0.3084 | 1.9778 | 2500 | 0.3160 | 40.0558 |
| 0.2856 | 2.3734 | 3000 | 0.3154 | 40.2045 |
| 0.277 | 2.7690 | 3500 | 0.3145 | 40.5054 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0
- Library
- transformers
- Type
- m2m_100
- License
- mit
- Created
- Mar 8, 2025
- Updated
- Mar 8, 2025