metadata

license: apache-2.0
tags:
  - generated_from_trainer
metrics:
  - f1
model-index:
  - name: edos-2023-baseline-distilbert-base-uncased-label_sexist
    results: []

edos-2023-baseline-distilbert-base-uncased-label_sexist

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: 0.4852
F1: 0.7874

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: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5
num_epochs: 8
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.4199	1.14	400	0.3911	0.7571
0.293	2.29	800	0.3778	0.7899
0.2348	3.43	1200	0.4102	0.7894
0.1895	4.57	1600	0.4417	0.7835
0.1392	5.71	2000	0.4852	0.7874

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.7.1
Tokenizers 0.13.2