Generative Models

Fine-Tuning Gemma 3 VLM using QLoRA for LaTeX-OCR Dataset

Fine-Tuning Gemma 3 allows us to adapt this advanced model to specific tasks, optimizing its performance for domain-specific applications. By leveraging QLoRA (Quantized Low-Rank Adaptation) and Transformers, we can efficiently

Computer Vision, Generative Models, LLMs, Vision Language Models

Introduction to GPT-4o Image Generation – Here’s What You Need to Know

GPT-4o image generation is a game-changer! With native support in ChatGPT, you can now create stunning visuals from text prompts, refine them, and explore styles like Studio Ghibli or photorealism.

AI Art Generation, Computer Vision, Deep Learning, Diffusion Models, Generative AI, Generative Models, Transformer Neural Networks

Gemma 3: A Comprehensive Introduction

Gemma 3 is the latest addition to Google’s family of open models, built from the same research and technology used to create the Gemini models. It is designed to be

Generative Models, LLMs, Vision Language Models

DDIM: The Faster, Improved Version of DDPM for Efficient AI Image Generation

Diffusion models have changed the game in image generation. Tools like Stable Diffusion have become popular for their ability to turn text into images using these models. The core idea

Computer Vision, Diffusion Models, Generative AI, Generative Models

Fine-tuning Stable Diffusion 3.5: UI images

Recently, the interest in fine-tuning Stable Diffusion models has surged among AI enthusiasts and professionals, driven by the need to incorporate these models into specific requirements. This article walks you

AI Art Generation, Deep Learning, Diffusion Models, Generative AI, Generative Models, Neural Attention, PyTorch, UI

FLUX AI Image Generation: Experimenting with the Parameters

Image generation has become a fascinating field in AI, offering tools to create astounding visuals with minimal effort. Flux AI image generation model, an open-source model developed by Black Forest

AI Art Generation, Diffusion Models, Generative AI, Generative Models

Dreambooth using Diffusers

In this article, we using the Dreambooth technique to train Stable Diffusion 1.5 and teach it to generate images of a very specific species of cat.

AI Art Generation, Generative AI, Generative Models, Hugging Face Transformers

Introduction to Hugging Face Diffusers

In this article, we cover the Hugging Face Diffusers library for text-to-image, image-to-image, and image inpainting.

Diffusion Models, Generative AI, Generative Models, Hugging Face Transformers

ControlNet – Achieving Superior Image Generation Results

In this article, we explore the ControlNet models for image generation which give uses more ControlNet while generating images for a particular pose or style.

AI Art Generation, Diffusion Models, Generative AI, Generative Models

InstructPix2Pix – Edit Images With Prompts

In this article, we discuss what is InstructPix2Pix, how it works, how it is trained, and what kind of image editing it can do.

AI Art Generation, Diffusion Models, Generative AI, Generative Models

Stable Diffusion – A New Paradigm in Generative AI

In this article, we explore the Stable Diffusion model and how it works under the hood. We explore its training and inference strategy and visit the several variations of Stable