metadata

license: mit
tags:
  - generated_from_trainer
widget:
  - text: >-
      I feel so low and numb, don't feel like doing anything. Just passing my
      days
  - text: >-
      Sleep is my greatest and most comforting escape whenever I wake up these
      days. The literal very first emotion I feel is just misery and reminding
      myself of all my problems.
  - text: >-
      I went to a movie today. It was below my expectations but the day was
      fine.
  - text: >-
      The first day of work was a little hectic but met pretty good colleagues,
      we went for a team dinner party at the end of the day.
metrics:
  - accuracy
model-index:
  - name: finetuned-roberta-depression
    results: []

finetuned-roberta-depression

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

Loss: 0.1385
Accuracy: 0.9745

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.0238	1.0	625	0.1385	0.9745
0.0333	2.0	1250	0.1385	0.9745
0.0263	3.0	1875	0.1385	0.9745

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6