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mT5.baseline.old
samzirbo/mT5.baseline.old
mT5.baseline.old is a machine learning model from samzirbo. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- May 2, 2024
- Updated
- May 2, 2024
- SHA
- d1053055
Base models
Spaces
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. -->
mt5.baseline
This model is a fine-tuned version of samzirbo/mT5.en-es.pretrained on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5093
- Bleu: 38.6464
- Meteor: 0.661
- Chrf++: 60.6878
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: 0.0005
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- training_steps: 30000
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Meteor | Chrf++ |
|---|---|---|---|---|---|---|
| 4.0484 | 0.3215 | 3000 | 2.1130 | 29.7312 | 0.5872 | 53.2622 |
| 2.3309 | 0.6431 | 6000 | 1.8472 | 33.4852 | 0.6209 | 56.6127 |
| 2.0987 | 0.9646 | 9000 | 1.7299 | 35.1261 | 0.6355 | 58.0524 |
| 1.9355 | 1.2862 | 12000 | 1.6594 | 36.3851 | 0.6449 | 58.9991 |
| 1.8568 | 1.6077 | 15000 | 1.5978 | 37.0844 | 0.6499 | 59.4457 |
| 1.8039 | 1.9293 | 18000 | 1.5601 | 37.7628 | 0.6562 | 60.145 |
| 1.7271 | 2.2508 | 21000 | 1.5298 | 38.1387 | 0.6572 | 60.3042 |
| 1.6984 | 2.5723 | 24000 | 1.5148 | 38.5117 | 0.66 | 60.5765 |
| 1.6846 | 2.8939 | 27000 | 1.5096 | 38.5563 | 0.6604 | 60.6276 |
| 1.6687 | 3.2154 | 30000 | 1.5093 | 38.6464 | 0.661 | 60.6878 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- mt5
- Created
- May 2, 2024
- Updated
- May 2, 2024