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da_distilbert
gc394/da_distilbert
da_distilbert is a fill-mask model from gc394. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Apr 30, 2024
- Updated
- Jun 26, 2024
- SHA
- 36482cd9
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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. -->
da_distilbert
This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.6301
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: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 130 | 2.0998 |
| No log | 2.0 | 260 | 1.9483 |
| No log | 3.0 | 390 | 1.8376 |
| 2.1352 | 4.0 | 520 | 1.8386 |
| 2.1352 | 5.0 | 650 | 1.7713 |
| 2.1352 | 6.0 | 780 | 1.7591 |
| 2.1352 | 7.0 | 910 | 1.7380 |
| 1.8059 | 8.0 | 1040 | 1.6942 |
| 1.8059 | 9.0 | 1170 | 1.6574 |
| 1.8059 | 10.0 | 1300 | 1.6882 |
| 1.8059 | 11.0 | 1430 | 1.6419 |
| 1.7023 | 12.0 | 1560 | 1.6442 |
| 1.7023 | 13.0 | 1690 | 1.6709 |
| 1.7023 | 14.0 | 1820 | 1.6300 |
| 1.7023 | 15.0 | 1950 | 1.6165 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.4.0.dev20240502
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Apr 30, 2024
- Updated
- Jun 26, 2024