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classification-model-house-assistance-phayathaibert2
lunarlist/classification-model-house-assistance-phayathaibert2
classification-model-house-assistance-phayathaibert2 is a text classification model from lunarlist. 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
- camembert
- Access
- Public
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024
- SHA
- 6f470aba
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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. -->
classification-model-house-assistance-phayathaibert2
This model is a fine-tuned version of clicknext/phayathaibert on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5959
- Accuracy: 0.88
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.1054 | 1.0 | 21 | 1.2019 | 0.72 |
| 0.8283 | 2.0 | 42 | 0.8349 | 0.88 |
| 0.738 | 3.0 | 63 | 0.6560 | 0.88 |
| 0.447 | 4.0 | 84 | 0.5959 | 0.88 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024