So today, we’ll first understand the numerical representation used in quantization, and how different numerical formats affect the way we represent model weights. Before getting into quantization, let’s look at the different numerical formats used to represent model weights. Some common formats are …

“Like you’re 5” here means make it obvious—plain language first. We’ll name topics partitions, and consumer groups as soon as the story in your head feels solid. Imagine placing an order on any e-commerce platform. Now imagine hundreds of people doing this at the same time. Each order isn’t a single …

In this post, we’ll discuss cache strategies in distributed systems and how they help improve system performance and stability. Caching refers to temporarily storing frequently accessed data in a faster storage layer so it can be retrieved more quickly. By avoiding repeated access to the primary …