In today’s fast-paced world, artificial intelligence (AI) is a game-changer. It’s now a key part of 42% of businesses’ main activities1. AI is not just changing industries; it’s creating new ones. As someone who works with AI, I’ve seen it grow from a new idea to a crucial part of our tech world.
Generative AI is changing how we create, with 38% of companies using it…
System design 2
Continued from ML system design Part 1. In previous post we discussed about setting up business and ML objectives and also the first two requirements of ML systems Reliability and Scalability. In this post we will discuss the next two requirements.
Maintainability
In the development and maintenance of an ML system, various professionals such as ML engineers, DevOps…
LLaMA 3 is one of the most promising open-source model after Mistral, solving a wide range of tasks. I previously wrote a blog about creating an LLM with over 2.3 million parameters from scratch using the LLaMA architecture. Now that LLaMA-3 is released, we will recreate it in a simpler manner.
LLaMA 3 with Python
We won’t be using a GPU for this blog, but you’ll need at least 17…