Srijanie Dey, PhD, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Fri, 24 Jan 2025 07:33:33 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Srijanie Dey, PhD, Author at Towards Data Science https://towardsdatascience.com 32 32 Deep Dive into LSTMs & xLSTMs by Hand ✍️ https://towardsdatascience.com/deep-dive-into-lstms-xlstms-by-hand-%ef%b8%8f-c33e638bebb1/ Tue, 09 Jul 2024 17:37:10 +0000 https://towardsdatascience.com/deep-dive-into-lstms-xlstms-by-hand-%ef%b8%8f-c33e638bebb1/ Explore the wisdom of LSTM leading into xLSTMs - a probable competition to the present-day LLMs

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]]> Deep Dive into Anthropic’s Sparse Autoencoders by Hand ✍️ https://towardsdatascience.com/deep-dive-into-anthropics-sparse-autoencoders-by-hand-%ef%b8%8f-eebe0ef59709/ Fri, 31 May 2024 06:47:27 +0000 https://towardsdatascience.com/deep-dive-into-anthropics-sparse-autoencoders-by-hand-%ef%b8%8f-eebe0ef59709/ Explore the concepts behind the interpretability quest for LLMs

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]]> Deep Dive into LlaMA 3 by Hand ✍️ https://towardsdatascience.com/deep-dive-into-llama-3-by-hand-%ef%b8%8f-6c6b23dc92b2/ Fri, 03 May 2024 20:22:47 +0000 https://towardsdatascience.com/deep-dive-into-llama-3-by-hand-%ef%b8%8f-6c6b23dc92b2/ Explore the nuances of the transformer architecture behind Llama 3 and its prospects for the GenAI ecosystem

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]]> Deep Dive into Self-Attention by Hand✍︎ https://towardsdatascience.com/deep-dive-into-self-attention-by-hand-%ef%b8%8e-f02876e49857/ Mon, 22 Apr 2024 14:33:25 +0000 https://towardsdatascience.com/deep-dive-into-self-attention-by-hand-%ef%b8%8e-f02876e49857/ Explore the intricacies of the attention mechanism responsible for fueling the transformers

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]]> Deep Dive into Transformers by Hand ✍︎ https://towardsdatascience.com/deep-dive-into-transformers-by-hand-%ef%b8%8e-68b8be4bd813/ Fri, 12 Apr 2024 05:18:36 +0000 https://towardsdatascience.com/deep-dive-into-transformers-by-hand-%ef%b8%8e-68b8be4bd813/ Explore the details behind the power of transformers

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]]> Deep Dive into Sora’s Diffusion Transformer (DiT) by Hand ✍︎ https://towardsdatascience.com/deep-dive-into-soras-diffusion-transformer-dit-by-hand-%ef%b8%8e-1e4d84ec865d/ Tue, 02 Apr 2024 13:58:00 +0000 https://towardsdatascience.com/deep-dive-into-soras-diffusion-transformer-dit-by-hand-%ef%b8%8e-1e4d84ec865d/ Explore the secret behind Sora's state-of-the-art videos

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]]> Deep Dive into Vector Databases by Hand ✍︎ https://towardsdatascience.com/deep-dive-into-vector-databases-by-hand-e9ab71f54f80/ Wed, 20 Mar 2024 05:40:39 +0000 https://towardsdatascience.com/deep-dive-into-vector-databases-by-hand-e9ab71f54f80/ Explore what exactly happens behind-the-scenes in Vector Databases

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