Mental-Health
Collection
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Updated
mental_health_model_rob
This model is a fine-tuned version of FacebookAI/roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5858
- Accuracy: 0.7585
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 | Accuracy | Validation Loss |
|---|---|---|---|---|
| No log | 1.0 | 270 | 0.7201 | 0.6445 |
| 0.7167 | 2.0 | 540 | 0.7585 | 0.5858 |
| 0.7167 | 3.0 | 810 | 0.7726 | 0.6201 |
| 0.3475 | 4.0 | 1080 | 0.7829 | 0.6671 |
| 0.3475 | 5.0 | 1350 | 0.7226 | 0.7786 |
Framework versions
- Transformers 4.40.0
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
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Model tree for AlexanderHolmes0/mental_health_model_rob
Base model
FacebookAI/roberta-base