Ideation processes often require time-consuming analysis and debate. What if we make two LLMs come up with ideas and then […]
Category: Tutorials
Steps to Build an Interactive Text-to-Image Generation Application using Gradio and Hugging Face’s Diffusers
In this tutorial, we will build an interactive text-to-image generator application accessed through Google Colab and a public link using […]
A Stepwise Python Code Implementation to Create Interactive Photorealistic Faces with NVIDIA StyleGAN2‑ADA
In this tutorial, we will do an in-depth, interactive exploration of NVIDIA’s StyleGAN2‑ADA PyTorch model, showcasing its powerful capabilities for […]
A Step-by-Step Guide to Setting Up a Custom BPE Tokenizer with Tiktoken for Advanced NLP Applications in Python
In this tutorial, we’ll learn how to create a custom tokenizer using the tiktoken library. The process involves loading a […]
Step by Step Guide on How to Build an AI News Summarizer Using Streamlit, Groq and Tavily
Introduction In this tutorial, we will build an advanced AI-powered news agent that can search the web for the latest […]
A Step-by-Step Tutorial on Robustly Validating and Structuring User, Product, and Order Data with Pydantic in Python
In many modern Python applications, especially those that handle incoming data (e.g., JSON payloads from an API), ensuring that the […]
Building an AI Research Agent for Essay Writing
In this tutorial, we will build an advanced AI-powered research agent that can write essays on given topics. This agent […]
Tutorial to Fine-Tuning Mistral 7B with QLoRA Using Axolotl for Efficient LLM Training
In this tutorial, we demonstrate the workflow for fine-tuning Mistral 7B using QLoRA with Axolotl, showing how to manage limited […]
Fine-Tuning of Llama-2 7B Chat for Python Code Generation: Using QLoRA, SFTTrainer, and Gradient Checkpointing on the Alpaca-14k Dataset
In this tutorial, we demonstrate how to efficiently fine-tune the Llama-2 7B Chat model for Python code generation using advanced […]
Creating an AI Agent-Based System with LangGraph: Putting a Human in the Loop
In our previous tutorial, we built an AI agent capable of answering queries by surfing the web and added persistence […]