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deberta-v3-small-essay-grading-classification
antonryoung02/deberta-v3-small-essay-grading-classification
deberta-v3-small-essay-grading-classification is a text classification model from antonryoung02. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- deberta-v2
- Access
- Public
- Created
- Jun 5, 2024
- Updated
- Jun 5, 2024
- SHA
- 71a79e9c
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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. -->
deberta-v3-small-essay-grading-classification
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8790
- Qwk: 0.7595
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk |
|---|---|---|---|---|
| No log | 1.0 | 433 | 0.9495 | 0.7132 |
| 1.0266 | 2.0 | 866 | 0.8787 | 0.7561 |
| 1.0266 | 3.0 | 1299 | 0.8790 | 0.7595 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- Created
- Jun 5, 2024
- Updated
- Jun 5, 2024