Category: ML
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Creating an LLM
After custom-coding my own simple classification neural net, I decided to continue coding ai models, with a language model next on my bucket list. My journey to the LLM that concluded this chapter of my ai journey was divided into 3 distinct steps: an RNN, an LSTM, and finally a small LLM. An RNN (Recurrent…
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My First AI Model
After reading a paper, Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks by Finn et al. (2017), I was inspired to utilize some of the knowledge I gained from researching the topics in the paper to create my own AI model. As I was starting from the basics I decided on the most simple architecture…
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Analysis of the paper “Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks”
This is an analysis of “Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks” by Finn et al. All images here are from the linked paper. I recently read “Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks” by Finn et al. (2017) and was surprised to find that such a detailed and complicated academic paper was…
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Hello World
This is the first test post for VJ’s Field Notes. Hope to see you again to learn more interesting things!