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MentalRoBERTa_EmpAI_final3

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metadata
license: cc-by-nc-4.0
base_model: mental/mental-roberta-base
tags:
  - generated_from_trainer
model-index:
  - name: MentalRoBERTa_EmpAI_final3
    results: []

MentalRoBERTa_EmpAI_final3

This model is a fine-tuned version of mental/mental-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0689

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: 0.0001
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 10000
  • training_steps: 5000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
3.4421 1.33 1000 0.4489
0.0766 2.67 2000 0.0724
0.0701 4.0 3000 0.0691
0.0658 5.33 4000 0.0673
0.0632 6.67 5000 0.0701

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2