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fr-camembert-base-finetuned
rodrigotuna/fr-camembert-base-finetuned
fr-camembert-base-finetuned is a fill-mask model from rodrigotuna. Use it when you need the model to fill a missing word. 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
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- camembert
- Access
- Public
- Created
- May 24, 2023
- Updated
- May 25, 2023
- SHA
- 35daf7d2
Try a prompt
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. -->
fr-camembert-base-finetuned
This model is a fine-tuned version of camembert-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.3301
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: 16
- eval_batch_size: 16
- 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 |
|---|---|---|---|
| 3.2487 | 1.0 | 124 | 2.8169 |
| 2.6851 | 2.0 | 248 | 2.6374 |
| 2.6175 | 3.0 | 372 | 2.6431 |
| 2.5366 | 4.0 | 496 | 2.4475 |
| 2.4529 | 5.0 | 620 | 2.4647 |
| 2.4002 | 6.0 | 744 | 2.4846 |
| 2.3914 | 7.0 | 868 | 2.4187 |
| 2.3439 | 8.0 | 992 | 2.4819 |
| 2.2797 | 9.0 | 1116 | 2.3769 |
| 2.3065 | 10.0 | 1240 | 2.4536 |
| 2.2499 | 11.0 | 1364 | 2.4079 |
| 2.2254 | 12.0 | 1488 | 2.3755 |
| 2.218 | 13.0 | 1612 | 2.3189 |
| 2.2059 | 14.0 | 1736 | 2.3628 |
| 2.158 | 15.0 | 1860 | 2.4482 |
| 2.1871 | 16.0 | 1984 | 2.3020 |
| 2.154 | 17.0 | 2108 | 2.3485 |
| 2.1906 | 18.0 | 2232 | 2.4602 |
| 2.1853 | 19.0 | 2356 | 2.2482 |
| 2.1334 | 20.0 | 2480 | 2.3699 |
Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- camembert
- License
- mit
- Created
- May 24, 2023
- Updated
- May 25, 2023