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distilbert-mental-health-classifier
advy/distilbert-mental-health-classifier
distilbert-mental-health-classifier is a text classification model from advy. 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
- Jun 4, 2025
- Updated
- Jun 4, 2025
- SHA
- d27c650e
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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. -->
distilbert-mental-health-classifier
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0007
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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6958 | 0.5 | 10 | 0.4475 |
| 0.4296 | 1.0 | 20 | 0.2968 |
| 0.2364 | 1.5 | 30 | 0.1774 |
| 0.1452 | 2.0 | 40 | 0.0756 |
| 0.0155 | 2.5 | 50 | 0.0066 |
| 0.0058 | 3.0 | 60 | 0.0030 |
| 0.0032 | 3.5 | 70 | 0.0021 |
| 0.0025 | 4.0 | 80 | 0.0016 |
| 0.0021 | 4.5 | 90 | 0.0013 |
| 0.0016 | 5.0 | 100 | 0.0012 |
| 0.0015 | 5.5 | 110 | 0.0010 |
| 0.0013 | 6.0 | 120 | 0.0010 |
| 0.0012 | 6.5 | 130 | 0.0009 |
| 0.0011 | 7.0 | 140 | 0.0008 |
| 0.001 | 7.5 | 150 | 0.0008 |
| 0.001 | 8.0 | 160 | 0.0007 |
| 0.0011 | 8.5 | 170 | 0.0007 |
| 0.0009 | 9.0 | 180 | 0.0007 |
| 0.001 | 9.5 | 190 | 0.0007 |
| 0.0009 | 10.0 | 200 | 0.0007 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Jun 4, 2025
- Updated
- Jun 4, 2025