Revolutionizing Industries with AI-Driven Innovation
Machine learning is changing how computers learn and get better. It’s a key part of artificial intelligence. It lets systems do tasks better without being told how to do them.
Using deep learning and big data, companies can find new ways to grow and work better. This tech is changing things, from making customer experiences better to…
Welcome to the world of artificial intelligence. Here, systems can learn and get better on their own. Machine learning is a big part of this field. It helps computers get better at making predictions and actions over time.
At its heart, machine learning is about training algorithms on data. This lets them find patterns and make choices without being told exactly what to do. This has changed many…
Imagine a world where computers learn and make decisions like humans. This isn’t science fiction—it’s real, thanks to machine learning models and artificial intelligence. There are many types of machine learning, like Supervised and Unsupervised Learning. These models learn from data without being told what to do, showing the power of data science.
These models are everywhere…
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…
Before we even start building a ML system, we need to understand the objective of the system and the impact of the same. The system should be driven by business objectives which are then being converted to ML objectives to drive and shape the development of ML system.
Machine Learning
Once everyone from business and tech team are onboarded on the objectives of the ML system. We can start…
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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…