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dictabert-finetuned-DSS-maskedLM
yonatanlou/dictabert-finetuned-DSS-maskedLM
dictabert-finetuned-DSS-maskedLM is a fill-mask model from yonatanlou. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- Sep 11, 2024
- Updated
- Sep 11, 2024
- SHA
- c9dd325a
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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. -->
dictabert-finetuned-DSS-maskedLM
This model is a fine-tuned version of dicta-il/dictabert on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 5.3388
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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 41 | 6.0433 |
| No log | 2.0 | 82 | 5.8170 |
| 6.3301 | 3.0 | 123 | 5.6181 |
| 6.3301 | 4.0 | 164 | 5.5065 |
| 5.5931 | 5.0 | 205 | 5.4590 |
| 5.5931 | 6.0 | 246 | 5.3916 |
| 5.5931 | 7.0 | 287 | 5.3183 |
| 5.3774 | 8.0 | 328 | 5.4265 |
| 5.3774 | 9.0 | 369 | 5.4255 |
| 5.2877 | 10.0 | 410 | 5.2991 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Created
- Sep 11, 2024
- Updated
- Sep 11, 2024