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distilcamembert-cae-behavior
gustavecortal/distilcamembert-cae-behavior
distilcamembert-cae-behavior is a text classification model from gustavecortal. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- camembert
- Access
- Public
- Created
- Nov 24, 2022
- Updated
- Nov 24, 2022
- SHA
- b6dcda1c
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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. -->
distilcamembert-cae-behavior
This model is a fine-tuned version of cmarkea/distilcamembert-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9041
- Precision: 0.6838
- Recall: 0.6709
- F1: 0.6656
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: 5e-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
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 |
|---|---|---|---|---|---|---|
| 1.1837 | 1.0 | 40 | 1.0310 | 0.1956 | 0.4304 | 0.2690 |
| 1.0456 | 2.0 | 80 | 1.0155 | 0.5603 | 0.5570 | 0.5047 |
| 0.8225 | 3.0 | 120 | 0.9677 | 0.7190 | 0.6582 | 0.6522 |
| 0.5927 | 4.0 | 160 | 0.9041 | 0.6838 | 0.6709 | 0.6656 |
| 0.4341 | 5.0 | 200 | 0.8963 | 0.6608 | 0.6456 | 0.6442 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.7.1
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- License
- mit
- Created
- Nov 24, 2022
- Updated
- Nov 24, 2022