@BhavanaNair
Passionate about how machines learn....
Hello! I am Bhavana Rajan Nair, a dedicated graduate student pursuing a master's degree in Artificial Intelligence. My academic journey revolves around the intriguing realms of Natural Language Processing and conversational AIs. With a passion for harnessing the power of technology for positive impact, I aspire to delve into projects within the field of assistive AI technology, with a specific focus on NLP.
I am currently specializing in NLP. If you are looking for project collaborations, please feel free to reach out to me.
Oct 25, 2024 · 1 min read · When I started to read NLP research papers as a graduate student, I searched a lot of blogs and sites to pick a read as I could not find a beginner’s reading list. Still, the task was hard because you never know what’s in a paper or how advanced it i...
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Oct 7, 2024 · 3 min read · In simple words, similarity is the comparison of how close an entity is to one another. In the world of ML entitles like text, words or images could be represented as a numeric vector and the idea of similarity is how close these vectors are if they ...
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Jun 21, 2024 · 3 min read · In a classical model fine-tuning architecture, the pre-trained model weights are loaded and the fine-tuning process updates these weights in each iteration as shown below. LoRA (Low-Rank Adaptation of Large Language Models) is a popular and lightwei...
Join discussionJun 8, 2024 · 4 min read · Think about a situation where you want ChatGPT to read a PDF for you and answer few questions based on it. Is this task easily possible? No, not at least in GPT-3 version. Similarly can it question a book, chat based on your 1000 pages of financial r...
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Jun 8, 2024 · 3 min read · The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Before deep diving to to this wonderful paper that kept me in awe for minutes and made me so happy that I am in the era of AI development, lets first see what pushed the authors to com...
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