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custom-dataset-deberta-xsmall-1
Sandy1857/custom-dataset-deberta-xsmall-1
custom-dataset-deberta-xsmall-1 is a fill-mask model from Sandy1857. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Jun 26, 2024
- Updated
- Jun 26, 2024
- SHA
- ec5493f7
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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. -->
custom-dataset-deberta-xsmall-1
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.0808
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: 1e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.9858 | 1.0 | 5390 | 3.5954 |
| 3.6159 | 2.0 | 10780 | 3.1921 |
| 3.3492 | 3.0 | 16170 | 3.0936 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- deberta-v2
- Created
- Jun 26, 2024
- Updated
- Jun 26, 2024