List of articles, latest first
The issue with AI is: it is only doing 80% of the work, and the easy 80%. You might know the pareto principle stating that 80% of an outcome comes from 20% of the work. Well, AI is doing the remaining 80%. When using Claude, the AI writes boilerplate code and some tests, but the API design required careful thinking beforehand. The additional load the infrastructure will need to handle was evaluated for each possible solution. ...
Intro Lately I’ve been thinking a lot about intelligence, what is exactly intelligence, and what we would need in order to create “Real” artificial intelligence. In this post I’m trying to analyze my reasoning process and make conclusions about the current state of AI. The two side of the same coin There is two things that goes into intelligence. The first is knowledge, these are the building blocks of reasoning. The second is an innate ability to think of related items and use them in an “intelligent” manner. ...
Introduction If you are not familiar with deep learning framework, start by reading my first post about Jax. In this post, we will build the llama model in jax. This is a state of the art open-source LLM from Meta’s AI research lab. In other words, this is chatGPT. We are building Llama3.2-1B-Instruct. It means the version 3.2, with 1 billion parameters and trained to respond to questions (instruct). Getting started and how to start. ...
Gradient Descent: from linear regression to Llama
What is gradient descent and how to use it. We go from the taking derivative to solving a linear regression. ...
So big news, I just need to complete my last exam and then I’ll tackle my master thesis and then I should graduate this summer. 🎉🥳 Yeaa ~6 months left. Actually, I also need to start the thesis but that’s not the point. A Master in Artificial Intelligence … in this economy? Finding a master thesis in a company was HARD. So, instead of preparing my next exam, I am now stressing: will I get a job after graduation? ...
I’m not a fan of wish lists because I usually don’t like material gifts. But this time, it’s not about gifts. If I want to grow as a person, I need to set goals and work toward them. So here is my wish list for 2025. The goals should center around building a schedule and discipline. If I want to become the person I want to be, it can’t be a one-time thing. ...
Byte Latent Transformer, a review
Goal of this article This article aims to be a deep dive into the Byte Latent Transformer: Patches Scale Better Than Tokens paper by FAIR. You can find the paper here. ...
I’ll try to have interviews in a few month, and therefore I need to practice. I’ll try to solve a few problems on leetcode and see how it goes. I’ll also try to write a few articles about the problems I solve. ...
The journey of making my blog IPv6 only, and the problems I encountered ...
🤨 This is the phrase ...
What I learned after a semester of Computer Vision Part 1
I took a class on computer vision, here is a glimpse of what I learned… ...
I Stopped Daily Drinking… Coffee
A fancy title is all you need ! You don’t know me, but let me still reassure you, I’m not daily drinking alcohol. Instead, I’d like to shed some light on a different addiction in my life: coffee. I recently quit drinking coffee, and the impact on my life has been surprisingly positive. In the life of an addict I used to consume one to three cups of coffee per day, always trying not to have any after 2 PM. ...
Context Aware Recommender Systems
A gentle introduction to Context Aware Recommender Systems and Lightning ...
What Is This Dimension Thing ?
An explanation on the dim parameter in PyTorch and Numpy, when doing reduction operations. With this post you’ll never doubt again and won’t have to try dim=0, dim=1 and so on until you got the right result. ...
Going from a binary file to a running process
This blog post is heavily inspired by the series making-our-own-executable-packer written by FasterThanLi.me, his twitter and his mastodon. Introduction In this post I’m not going to simply copy-and-past his code, I want to deeply understand what’s going on therefore I’m going to add support for the AARCH64. I’m going to emphasize on the part I didn’t know, or had problems with. All the assembly will be different from the original post, because it’s going to be arm64 assembly and not x86_64. ...
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Creating a hugo theme and grasping the concepts of hugo ...
Why is my electricity bill exploding ?
I found that this month electric bill is 25% higher than last year ...
A gentle introduction to generative art using rust and nannou ...
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This is my about page I’m a computer science student interested in data science and machine learning. I’m also interested in rust and I occasionally do some CTFs You can get in touch on twitter @jsch_3. I blog about the things I do, mostly to remember them. ...