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bias_model_title
najeebY/bias_model_title
bias_model_title is a text classification model from najeebY. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Mar 23, 2024
- Updated
- Mar 24, 2024
- SHA
- 2693523a
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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. -->
bias_model_title
This model is a fine-tuned version of distilbert/distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.0437
- Accuracy: 0.5833
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: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 12 | 0.6044 | 0.6833 |
| No log | 2.0 | 24 | 0.6407 | 0.5833 |
| No log | 3.0 | 36 | 0.7069 | 0.5833 |
| No log | 4.0 | 48 | 0.6929 | 0.5833 |
| No log | 5.0 | 60 | 0.7356 | 0.5833 |
| No log | 6.0 | 72 | 0.8595 | 0.6167 |
| No log | 7.0 | 84 | 1.0651 | 0.6 |
| No log | 8.0 | 96 | 1.3035 | 0.5833 |
| No log | 9.0 | 108 | 1.4742 | 0.5667 |
| No log | 10.0 | 120 | 1.4535 | 0.6 |
| No log | 11.0 | 132 | 1.8122 | 0.5667 |
| No log | 12.0 | 144 | 1.7284 | 0.55 |
| No log | 13.0 | 156 | 1.8583 | 0.5833 |
| No log | 14.0 | 168 | 1.8334 | 0.5833 |
| No log | 15.0 | 180 | 2.1108 | 0.55 |
| No log | 16.0 | 192 | 1.9158 | 0.6 |
| No log | 17.0 | 204 | 1.8270 | 0.6167 |
| No log | 18.0 | 216 | 2.0443 | 0.5833 |
| No log | 19.0 | 228 | 2.0564 | 0.5833 |
| No log | 20.0 | 240 | 2.0437 | 0.5833 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Mar 23, 2024
- Updated
- Mar 24, 2024