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Category: Aritra Sen

1.2 – Fine Tune a Transformer Model (2/2)

Posted on December 2, 2021December 2, 2021 by Aritra Sen

In the last post we talked about that we can fine tune a BERT model using below two techniques – Update the weights of the pre-trained BERT model along with the classification layer. Update only the weights of the classification layer and not the pre-trained BERT model. This process becomes as using the pre-trained BERT model as…

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1.1 – Fine Tune a Transformer Model (1/2)

Posted on November 25, 2021November 25, 2021 by Aritra Sen

In the last post , we have talked about Transformer pipeline , the inner workings of all important tokenizer module and in the last we made predictions using the exiting pre-trained models. During fine-tuning, we can adjust the weights of the model in the following two ways: Update the weights of the pre-trained BERT model along…

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1.0 – Getting started with Transformers for NLP

Posted on November 22, 2021November 22, 2021 by Aritra Sen

In this post we will go through about how to do hands-on implementation with Hugging Face transformers library for solving few simple NLP tasks, we will mainly talk about hands-on part , in case you are interested to learn more about transformers/attention mechanism , below are few resources – Getting started with Google BertNeural Machine…

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The Alma Mater & Reunion

Posted on September 30, 2013September 30, 2013 by Aritra Sen

Well some of my school friends Love to use the abbreviating form of our school name but I will not and say it loud & with great pride-Tarai Tara Pada Adarsha Vidyalaya because I love my school days and ‘those were the best days of my life’.May be that is why suddenly on September 22nd…

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Google+ All you need to know

Posted on July 6, 2011July 6, 2011 by Aritra Sen

The search engine giant Google after three fails attempts like first creating Waves with Orkut in India and Brazil only,Second Buzzing in with a fail attempt of Google Wave and Third initiative to create Social Wave in Gmail with BUZZ has finally come up a good enough simple product Google+.Google presenting it as an answer…

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It’s a new day

Posted on April 3, 2010 by Aritra Sen

Yes writing a blog post after a long period and from a new place.This is my first blog post from the city of joy-Kolkata.Hope that I will get time or will be able to make more time for me to write blog posts.Yes it is all about managing your time schedule,I do believe that no…

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One of those days

Posted on March 1, 2010 by Aritra Sen

I am writing about yesterday and yes it was one of those when you fill touched,surprised,amazed by the fact a friend is there and that friend really remembered you and wished you in the auspicious occasion.Well I am not good with words and expressing my feelings as I am more a technical person (Girls reading…

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I’m Feeling Lucky

Posted on December 30, 2009December 30, 2009 by Aritra Sen

I think most of us aware of this phenomenon.when we leave the Google search box blank the press the I’m Feeling Lucky button then a decreasing  counter comes up.If you have not tried it try it now then come back to read my post.Actually it shows how many seconds we are away from the next…

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Merry Christmas

Posted on December 25, 2009December 25, 2009 by Aritra Sen

Wishing you and your family Merry Christmas… May Santa gives you gifts in this festive days by fulfilling all your Dreams and gives you the power to Dream big.Best of luck for the new year ahead. I wish you Love and friendship with lots of laughter and peace…. Spread the Cheer and Happy Holidays… From…

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Lucky(Crazy) Me

Posted on December 21, 2009December 21, 2009 by Aritra Sen

Well I am still laughing as I am writing this post.In this post you will see the heights of my luck as well as craziness.Well my close friends and my Twitter friends how Twitterholic I am.Yesterday When I was Tweeting from my mobile in the afternoon and I went into toilet while I was Tweeting…

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