Supervised Fine-Tuning (SFT): How to Fine-Tune Your Model Like a Pro
In the world of machine learning, pretrained models are like finding a treasure chest of knowledge. They save us hours, days, or even weeks of training time, allowing us to…
In the world of machine learning, pretrained models are like finding a treasure chest of knowledge. They save us hours, days, or even weeks of training time, allowing us to…
When training or deploying deep learning models, precision isn’t just about getting accurate predictions—it’s also about finding the right balance between performance, memory usage, and speed. Choosing the optimal precision…
Have you ever tried running a colossal language model on a GPU that feels more like a toaster than a supercomputer? Enter LoRA and QLoRA—two magical spells for squeezing every…
Running a CUDA Docker image on an AWS Ubuntu instance enables you to leverage GPU-accelerated computations directly within Docker containers. In this guide, we’ll walk through the process of installing…
Installing the NVIDIA driver on an AWS EC2 instance running Ubuntu 24.04 can sometimes be challenging due to AWS’s custom environment and kernel. Although the ubuntu-drivers tool is the recommended…
Introduction In today’s fast-paced software development landscape, Docker has become an indispensable tool, revolutionizing the way we build, ship, and run applications. One of its remarkable capabilities is enabling developers…
Fine-tuning large language models (LLMs) can be a challenging process due to the variety of parameters and configurations involved. In this blog, we’ll break down key parameters used to fine-tune…
If you’re just starting out with Python and have heard of NumPy, you probably know it’s a fantastic library for handling numbers, arrays, and matrices. So, why would PyTorch, a…
In the world of deep learning, images are a critical form of data. Whether you’re building a computer vision model, training on image datasets, or working on image processing tasks,…
When exploring your system’s GPU settings, you may encounter various memory types that can initially be confusing. Terms like Total Available Graphics Memory, Dedicated Video Memory, System Video Memory, and…
Importing a Git repo into GitHub is a common task that can be accomplished using either the GitHub web interface or command-line tools. Many developers work with different Git hosting…
As the use of WSL (Windows Subsystem for Linux) for development becomes increasingly popular among programmers, many AI engineers are adopting WSL and Visual Studio Code as their preferred environment…
When working on Python projects, it’s often necessary to identify and list all external dependencies to ensure your code runs smoothly across different environments. There are two primary methods to…
Upgrade to Tesseract OCR 5 on Ubuntu with a simple PPA addition, unlocking advanced text recognition features and accuracy.
This guide will walk you through installing PPOCRLabel on Windows, ensuring you can start your OCR projects quickly.