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fine_tuned_boolq_sloberta
tjasad/fine_tuned_boolq_sloberta
fine_tuned_boolq_sloberta is a text classification model from tjasad. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-sa-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-sa-4.0
- Model type
- camembert
- Access
- Public
- Created
- May 23, 2024
- Updated
- May 23, 2024
- SHA
- 6cf95432
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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. -->
fine_tuned_boolq_sloberta
This model is a fine-tuned version of EMBEDDIA/sloberta on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.8633
- Accuracy: 0.6111
- F1: 0.6255
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
- training_steps: 400
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.6442 | 4.1667 | 50 | 0.5523 | 0.7778 | 0.6806 |
| 0.3817 | 8.3333 | 100 | 1.0475 | 0.5556 | 0.5902 |
| 0.0355 | 12.5 | 150 | 1.4581 | 0.6111 | 0.6255 |
| 0.0098 | 16.6667 | 200 | 1.6364 | 0.6111 | 0.6255 |
| 0.0065 | 20.8333 | 250 | 1.8167 | 0.6111 | 0.6255 |
| 0.005 | 25.0 | 300 | 1.8363 | 0.6111 | 0.6255 |
| 0.0043 | 29.1667 | 350 | 1.8635 | 0.6111 | 0.6255 |
| 0.004 | 33.3333 | 400 | 1.8633 | 0.6111 | 0.6255 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- License
- cc-by-sa-4.0
- Created
- May 23, 2024
- Updated
- May 23, 2024