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LLM-tutorials

Blijf op de hoogte van het laatste nieuws, de nieuwste technieken en resources voor Large Language Models. Onze tutorials staan vol praktische walkthroughs en use-cases om je skills naar een hoger niveau te tillen.
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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.

12 juni 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.

8 juni 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.

30 mei 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.

29 mei 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.

23 mei 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.

18 mei 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.

18 mei 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.

1 mei 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.

1 mei 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.

30 april 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.

29 april 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.

24 april 2025