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svm-language-detector – AI Model by GAD01 | AlphaNeural AI

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GAD01/
svm-language-detector

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language-identification

text-classification

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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 — fitted TfidfVectorizer (character n-grams)
classifier.joblib — fitted linear classifier

Usage

python

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.