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Technologies
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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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
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
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
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
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
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
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
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
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.
François Aubry
May 1, 2025
How to Set Up and Run Qwen 3 Locally With Ollama
Learn how to install, set up, and run Qwen3 locally with Ollama and build a simple Gradio-based application.
Aashi Dutt
April 30, 2025
Fine-Tuning Qwen3: A Step-by-Step Guide
A step-by-step guide for fine-tuning the Qwen3-32B model on the medical reasoning dataset within an hour.
Abid Ali Awan
April 29, 2025
O4-Mini API: Step-by-Step Tutorial With Demo Project
Learn how to use OpenAI's o4-mini API to build a research paper reviewer, enhanced with statistical tools for in-depth analysis.
Aashi Dutt
April 24, 2025