Downloads · 30 days
8
27% of all-time downloads
mt5.gendered_balanced.old
samzirbo/mt5.gendered_balanced.old
mt5.gendered_balanced.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. --
All-time downloads
30
Public
Repo size
14.8 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin242 MB · 99%
At a glance
- Library
- transformers
- Model type
- mt5
- Access
- Public
- Created
- May 3, 2024
- Updated
- May 3, 2024
- SHA
- 1c626875
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_balanced
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: 1.4866
- Bleu: 39.6812
- Meteor: 0.6692
- Chrf++: 61.3473
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++ |
|---|---|---|---|---|---|---|
| 4.1158 | 0.5398 | 3000 | 2.0732 | 30.5675 | 0.5924 | 53.893 |
| 2.3023 | 1.0795 | 6000 | 1.8272 | 34.4378 | 0.6271 | 57.2898 |
| 2.0519 | 1.6193 | 9000 | 1.6942 | 36.285 | 0.6425 | 58.7385 |
| 1.9164 | 2.1591 | 12000 | 1.6272 | 37.2462 | 0.6501 | 59.5268 |
| 1.8125 | 2.6988 | 15000 | 1.5733 | 38.0984 | 0.658 | 60.2315 |
| 1.745 | 3.2386 | 18000 | 1.5362 | 38.7569 | 0.6624 | 60.7258 |
| 1.6918 | 3.7783 | 21000 | 1.5089 | 39.1779 | 0.6656 | 60.9923 |
| 1.6465 | 4.3181 | 24000 | 1.4947 | 39.5129 | 0.6681 | 61.2241 |
| 1.6289 | 4.8579 | 27000 | 1.4876 | 39.6134 | 0.669 | 61.2987 |
| 1.6187 | 5.3976 | 30000 | 1.4866 | 39.6812 | 0.6692 | 61.3473 |
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