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mt5.gendered.old
samzirbo/mt5.gendered.old
mt5.gendered.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 3, 2024
- Updated
- May 3, 2024
- SHA
- 8153b883
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.gendered
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: 1.5115
- Bleu: 38.4985
- Meteor: 0.6605
- Chrf++: 60.6076
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++ |
|---|---|---|---|---|---|---|
| 4.0658 | 0.3215 | 3000 | 2.1146 | 29.6159 | 0.587 | 53.1876 |
| 2.3311 | 0.6431 | 6000 | 1.8553 | 33.4209 | 0.6198 | 56.5789 |
| 2.0997 | 0.9646 | 9000 | 1.7308 | 35.2211 | 0.6359 | 58.0995 |
| 1.9354 | 1.2862 | 12000 | 1.6645 | 36.311 | 0.6437 | 58.9512 |
| 1.8583 | 1.6077 | 15000 | 1.6007 | 37.0671 | 0.6512 | 59.446 |
| 1.8043 | 1.9293 | 18000 | 1.5639 | 37.7823 | 0.6553 | 60.0906 |
| 1.728 | 2.2508 | 21000 | 1.5318 | 37.9166 | 0.6565 | 60.1504 |
| 1.6989 | 2.5723 | 24000 | 1.5188 | 38.4261 | 0.6603 | 60.5626 |
| 1.6854 | 2.8939 | 27000 | 1.5115 | 38.5249 | 0.6607 | 60.6204 |
| 1.6696 | 3.2154 | 30000 | 1.5115 | 38.4985 | 0.6605 | 60.6076 |
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 3, 2024
- Updated
- May 3, 2024