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finetuned-distilbert-adult-content-detection
valurank/finetuned-distilbert-adult-content-detection
finetuned-distilbert-adult-content-detection is a text classification model from valurank. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as other.
This model is a fine-tuned version of distilbert-base-uncased on the adultcontent dataset. It achieves the following results on the evaluation set: - Loss: 0.0065 - F1score(weighted): 0.90 More information needed More…
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- other
- Model type
- distilbert
- Access
- Public
- Created
- Jun 17, 2022
- Updated
- Dec 19, 2023
- SHA
- f83d908b
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Model card
From the Hugging Face model README
finetuned-distilbert-adult-content-catgorization
This model is a fine-tuned version of distilbert-base-uncased on the adult_content dataset. It achieves the following results on the evaluation set:
- Loss: 0.0065
- F1_score(weighted): 0.90
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
The model was trained on some subset of the adult_content dataset and it was validated on the remaining subset of the data
Training procedure
More information needed
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-5
- train_batch_size: 5
- eval_batch_size: 5
- seed: 17
- optimizer: AdamW(lr=1e-5 and epsilon=1e-08)
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 0
- num_epochs: 2
Training results
| Training Loss | Epoch | Validation Loss | f1 score |
|---|---|---|---|
| 0.1414 | 1.0 | 0.4585 | 0.9058 |
| 0.1410 | 2.0 | 0.4584 | 0.9058 |
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- other
- Created
- Jun 17, 2022
- Updated
- Dec 19, 2023