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gender_classifier_multi_xlmroberta_large
IsGarrido/gender_classifier_multi_xlmroberta_large
gender_classifier_multi_xlmroberta_large is a text classification model from IsGarrido. Use it when you need a label for a piece of text. It is set up for transformers.
This model was fine-tuned to classify text into: male, female, neutral
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560M
2.3 GB on disk
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Repo makeup
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Dec 10, 2025
- Updated
- Dec 10, 2025
- SHA
- 385a8099
Try a prompt
Base models
Model card
From the Hugging Face model README
Gender Classifier (Fine-tuned xlm-roberta-large)
This model was fine-tuned to classify text into: male, female, neutral
Performance Metrics
| Metric | Value |
|---|---|
| loss | 0.4028 |
| accuracy | 0.8830 |
| f1 | 0.8827 |
| precision | 0.8853 |
| recall | 0.8831 |
| runtime | 43.8849 |
| samples_per_second | 273.4430 |
| steps_per_second | 34.1800 |
| epoch | 3.0000 |
Hyperparameters
- Batch Size: 8
- Learning Rate: 5e-05
- Epochs: 3
- Weight Decay: 0.01
- Mixed Precision (FP16): True
Quick Usage
from transformers import pipeline
# Load the model directly from this folder or HF Hub
classifier = pipeline('text-classification', model='.')
print(classifier('She is a great engineer.'))
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- Created
- Dec 10, 2025
- Updated
- Dec 10, 2025