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Runtime error
Runtime error
Added classification model classes
Browse files- app.py +1 -1
- apps/classifier.py +18 -5
- config.json +1 -1
app.py
CHANGED
@@ -5,7 +5,7 @@ from multiapp import MultiApp
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def main():
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img = st.sidebar.image("images/huggingface-marathi-roberta.png", width=
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app = MultiApp()
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app.add_app("Fill Mask", mlm.app)
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app.add_app("Text Classification", classifier.app)
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def main():
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img = st.sidebar.image("images/huggingface-marathi-roberta.png", width=230)
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app = MultiApp()
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app.add_app("Fill Mask", mlm.app)
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app.add_app("Text Classification", classifier.app)
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apps/classifier.py
CHANGED
@@ -30,19 +30,32 @@ def app():
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"the model is predicting the respective class or not.\n"
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"- [entertainment](https://maharashtratimes.com/entertainment/articlelist/19359255.cms)\n"
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"- [sports](https://maharashtratimes.com/sports/articlelist/2429056.cms)\n"
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"- [lifestyle](https://maharashtratimes.com/lifestyle-news/articlelist/2429025.cms)"
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)
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classifier = st.sidebar.selectbox("Select a Model", index=0, options=["
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st.sidebar.markdown(
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"- [
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"[Indic NLP Corpus for Marathi](https://github.com/ai4bharat/indicnlp_corpus#indicnlp-news-article-classification-dataset)"
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"\n"
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"- [iNLTK](https://huggingface.co/flax-community/mr-inltk-classifier) fine-tuned on "
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"[Marathi News Dataset](https://www.kaggle.com/disisbig/marathi-news-dataset)"
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)
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sample_texts = [
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"अध्यक्ष शरद पवार आणि उपमुख्यमंत्री अजित पवार यांची भेट घेतली.",
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"the model is predicting the respective class or not.\n"
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"- [entertainment](https://maharashtratimes.com/entertainment/articlelist/19359255.cms)\n"
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"- [sports](https://maharashtratimes.com/sports/articlelist/2429056.cms)\n"
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"- [lifestyle](https://maharashtratimes.com/lifestyle-news/articlelist/2429025.cms)\n"
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"- [state](https://maharashtratimes.com/maharashtra/articlelist/2429066.cms)"
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)
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classifier = st.sidebar.selectbox("Select a Model", index=0, options=["IndicNLP", "iNLTK"])
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st.sidebar.markdown(
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"- [IndicNLP Marathi News Classifier](https://huggingface.co/flax-community/mr-indicnlp-classifier) fine-tuned on "
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"[Indic NLP Corpus for Marathi](https://github.com/ai4bharat/indicnlp_corpus#indicnlp-news-article-classification-dataset)"
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"\n"
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"- [iNLTK Marathi News Classifier](https://huggingface.co/flax-community/mr-inltk-classifier) fine-tuned on "
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"[Marathi News Dataset](https://www.kaggle.com/disisbig/marathi-news-dataset)"
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)
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st.sidebar.markdown("\n")
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st.sidebar.markdown(
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"**IndicNLP Classes**\n"
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"- entertainment\n"
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"- sports\n"
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"- lifestyle\n"
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"\n"
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"**iNLTK Classes**\n"
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"- entertainment\n"
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"- sports\n"
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"- state"
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)
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sample_texts = [
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"अध्यक्ष शरद पवार आणि उपमुख्यमंत्री अजित पवार यांची भेट घेतली.",
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config.json
CHANGED
@@ -1,6 +1,6 @@
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{
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"models": {
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"
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"iNLTK": "flax-community/mr-inltk-classifier",
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"RoBERTa": "flax-community/roberta-base-mr"
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}
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{
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"models": {
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"IndicNLP": "flax-community/mr-indicnlp-classifier",
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"iNLTK": "flax-community/mr-inltk-classifier",
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"RoBERTa": "flax-community/roberta-base-mr"
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}
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