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camemBert_sentiment_final
Ilhamben/camemBert_sentiment_final
camemBert_sentiment_final is a text classification model from Ilhamben. 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
- Jan 7, 2024
- Updated
- Jan 7, 2024
- SHA
- 039204cf
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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. -->
camemBert_sentiment_final
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.8143
- Accuracy: 0.7469
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 115 | 0.7380 | 0.7438 |
| No log | 2.0 | 230 | 0.6989 | 0.75 |
| No log | 3.0 | 345 | 0.7765 | 0.7407 |
| No log | 4.0 | 460 | 0.8128 | 0.7407 |
| 0.3586 | 5.0 | 575 | 0.8143 | 0.7469 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- Created
- Jan 7, 2024
- Updated
- Jan 7, 2024