LLM Tutorials

Keep up to date with the latest news, techniques, and resources for Large Language Models. Our tutorials are full of practical walk throughs & use cases you can use to upskill.

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Artificial Intelligence

Magistral Small: A Guide With Demo Project on vLLM and Ollama

Learn how to set up and run Mistral's Magistral Small model using Ollama and vLLM, and build a demo project that debugs faulty logic.

Aashi Dutt

June 12, 2025

Artificial Intelligence

Gradio MCP Server Guide: Build, Test, Deploy & Integrate

A step-by-step tutorial on building, testing, deploying, and integrating a Gradio MCP server with Tavily, Hugging Face Spaces, Cursor AI and Claude Desktop.

Abid Ali Awan

June 8, 2025

Artificial Intelligence

Fine-Tuning DeepSeek-R1-0528 on an RTX 4090

Learn how to fine-tune the top open-source reasoning model, on a medical multiple choice questions (MCQs) dataset using a consumer GPU.

Abid Ali Awan

May 30, 2025

Artificial Intelligence

Fine-Tuning MedGemma on a Brain MRI Dataset

A step-by-step guide to setting up the environment, processing the MRI dataset, fine-tuning the model, and evaluating its performance.

Abid Ali Awan

May 29, 2025

Large Language Models

Claude Opus 4 with Claude Code: A Guide With Demo Project

Plan, build, test, and deploy a machine learning project from scratch using the Claude Opus 4 model with Claude Code.

Abid Ali Awan

May 23, 2025

Artificial Intelligence

Fine-Tuning Phi-4 Reasoning: A Step-By-Step Guide

A step-by-step guide to fine-tuning the state-of-the-art Phi-4 Reasoning model on the finance Q&A dataset in under 10 minutes.

Abid Ali Awan

May 18, 2025

Large Language Models

Mistral Medium 3 Tutorial: Building Agentic Applications

Develop a multi-tool agent application using LangGraph, Tavily, Python tool, and Mistral AI API in the DataLab environment.

Abid Ali Awan

May 18, 2025

Artificial Intelligence

Grok 3 API: A Step-by-Step Guide With Examples

Learn how to use the Grok 3 API for tasks ranging from basic queries to advanced features like function calling and structured outputs.

Tom Farnschläder

May 1, 2025

Artificial Intelligence

GPT-Image-1 API: A Step-by-Step Guide With Examples

Learn how to generate and edit images with the GPT-Image-1 API, including setup, parameter usage, and practical examples like masking and combining multiple images.