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Text_Summarizer – AI Model by Saravananofficial | AlphaNeural AI
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Saravananofficial
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Text_Summarizer
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transformers
tf
bart
text2text-generation
apache-2.0
endpoints_compatible
us
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Text-Summarizer
About
An Abstractive text summarizer trained using lstm based sequence to sequence model with attention mechanisim. The attention model is used for generating each word of the summary conditioned on the input sentence.
Used CNN_DailyMail dataset.
Code + Deployment :
https://www.youtube.com/watch?v=LFZBA99NOpU
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Training Model Overview
loss graph
Output
encoder-decoder overview
Output1
Conclusion
🫶 The machine learning model to convert a text document to abstract is done successfully.
🫶 Created a Flask app using an api call from this repository & deployed the app in heroku app.
Deployment:
🫶
https://text-summariser-v1.herokuapp.com/
