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Deep Dive into Transformers by Hand ✍︎
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April 12, 2024
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Artificial Intelligence
Transformers: How Do They Transform Your Data?
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March 30, 2024
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Artificial Intelligence
The Rise of Mixture-of-Experts for Efficient Large Language Models
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March 22, 2024
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Artificial Intelligence
A Complete Guide to Write your personal Transformers
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February 25, 2024
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Artificial Intelligence
Time Series Prediction with Transformers
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January 16, 2024
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Artificial Intelligence
De-coded: Transformers explained in plain English
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October 9, 2023
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Artificial Intelligence
Learning Transformers Code First: Part 1 — The Setup
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July 10, 2023
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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I take advantage of these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation High quality Tuning References
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June 17, 2023
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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I exploit these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation Nice Tuning References
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June 16, 2023
1
Artificial Intelligence
Breaking Down Chat-GPT (LLMs) : How Transformers are Revolutionizing the Way We Confer with Machines 🤖
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May 17, 2023
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