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| import awesome_streamlit as ast | |
| import streamlit as st | |
| from transformers import pipeline | |
| import apps.summarization | |
| import apps.home | |
| import apps.paraphrasing | |
| import apps.title_generation | |
| import apps.sentiment | |
| import apps.categorization | |
| import apps.ner | |
| import apps.pos_tagging | |
| import apps.sts | |
| import apps.nli | |
| import apps.turna | |
| st.set_page_config( | |
| page_title="TURNA", | |
| page_icon="📖", | |
| layout='wide' | |
| ) | |
| PAGES = { | |
| "TURNA": apps.home, | |
| "Text Summarization": apps.summarization, | |
| "Text Paraphrasing": apps.paraphrasing, | |
| "News Title Generation": apps.title_generation, | |
| "Sentiment Classification": apps.sentiment, | |
| "Text Categorization": apps.categorization, | |
| "Named Entity Recognition": apps.ner, | |
| "Part-of-Speech Tagging": apps.pos_tagging, | |
| "Semantic Textual Similarity": apps.sts, | |
| "Natural Language Inference": apps.nli, | |
| "Text Generation": apps.turna, | |
| } | |
| st.sidebar.title("Navigation") | |
| selection = st.sidebar.radio("Pages", list(PAGES.keys())) | |
| page = PAGES[selection] | |
| # with st.spinner(f"Loading {selection} ..."): | |
| ast.shared.components.write_page(page) | |
| st.sidebar.header("Info") | |
| st.sidebar.write( | |
| "Models are available on [HF Hub](https://huggingface.co/collections/boun-tabi-LMG)" | |
| ) | |
| st.sidebar.write( | |
| "Model source code available on [GitHub](https://github.com/boun-tabi-LMG/turkish-lm-tuner)" | |
| ) | |