Downloads · 30 days
6
1% of all-time downloads
misogynistic-statements-classification-model
glombardo/misogynistic-statements-classification-model
misogynistic-statements-classification-model is a text classification model from glombardo. 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. --
All-time downloads
594
Public
Repo size
2.6 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin329 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- May 4, 2023
- Updated
- May 10, 2023
- SHA
- 56098fea
Try a prompt
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. -->
Misogynistic statements classification model
Model that classifies text as sexist or non-sexist.
This model is a fine-tuned version of distilroberta-base on the misogynistic-statements-classification dataset. It achieves the following results on the evaluation set:
- Loss: 0.2493
- Accuracy: 0.9524
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
Training results
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Languages
- es
- Created
- May 4, 2023
- Updated
- May 10, 2023