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svm-language-detector
GAD01/svm-language-detector
svm-language-detector is a text classification model from GAD01. Use it when you need a label for a piece of text. It is set up for sklearn. The card lists the license as mit.
Module 1 of the RAG-Based Mental Health Support Chatbot. Predicts the language code of a short text (e.g. en, fr, ar).
Access
Public
Updated Jun 22, 2026
Repo size
62.9 MB
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0
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Repo makeup
Click a slice to open those files.
.joblib62.9 MB · 100%
At a glance
- Task
- Text Classification
- Library
- sklearn
- License
- mit
- Access
- Public
- Created
- Jun 22, 2026
- Updated
- Jun 22, 2026
- SHA
- 6414c9c5
Model card
From the Hugging Face model README
Language Detector (TF-IDF char n-grams + linear SVM Classifier)
Module 1 of the RAG-Based Mental Health Support Chatbot. Predicts the language
code of a short text (e.g. en, fr, ar).
Files
vectorizer.joblib— fittedTfidfVectorizer(character n-grams)classifier.joblib— fitted linear classifier
Usage
import joblib
from huggingface_hub import hf_hub_download
vec = joblib.load(hf_hub_download("GAD01/svm-language-detector", "vectorizer.joblib"))
clf = joblib.load(hf_hub_download("GAD01/svm-language-detector", "classifier.joblib"))
print(clf.predict(vec.transform(["Bonjour, comment allez-vous ?"]))[0]) # -> "fr"
Trained on papluca/language-identification.
- Task
- Text Classification
- Library
- sklearn
- License
- mit
- Languages
- multilingual
- Created
- Jun 22, 2026
- Updated
- Jun 22, 2026