Data Science

LLM Fine-Tuning Explained: What It Is, Why It Matters, and How It Works

Introduction Large Language Models (LLMs) like ChatGPT, Gemini, and Claude are very powerful. They can answer questions, write text, generate code, and help in many tasks. However, these models are trained on very general data from the internet. Because of this, they may not always understand your specific business, domain, or writing...

by Dharmendra Singh
Tag: FineTuning
16-Jan-2026

Generative AI

Fine-Tuning Code GenAI model on Google Colab T4 GPU: A Step-by-Step Guide

Introduction Fine-tuning large language models for code generation typically requires significant computing power. Many popular models, such as Code LLaMA or CodeT5, demand high-performance GPUs like NVIDIA A100, making them less accessible for most users. However, by leveraging LoRA (Low-Rank Adaptation) and quantization techniques with...

by Tushar Raj Verma
Tag: FineTuning
24-Sep-2024