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gender_classifier_multi_xlmroberta_base
IsGarrido/gender_classifier_multi_xlmroberta_base
gender_classifier_multi_xlmroberta_base 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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278M
1.1 GB on disk
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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
- a1b75d35
Try a prompt
Base models
Model card
From the Hugging Face model README
Gender Classifier (Fine-tuned xlm-roberta-base)
This model was fine-tuned to classify text into: male, female, neutral
Performance Metrics
| Metric | Value |
|---|---|
| loss | 0.3350 |
| accuracy | 0.9124 |
| f1 | 0.9120 |
| precision | 0.9129 |
| recall | 0.9125 |
| runtime | 6.9012 |
| samples_per_second | 1738.8310 |
| steps_per_second | 54.3380 |
| epoch | 3.0000 |
Hyperparameters
- Batch Size: 32
- 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