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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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How to Run Kimi K2 Locally: Complete Setup & Troubleshooting

Learn how to run Kimi K2 on a single A100 GPU with 250GB RAM using llama.cpp.
Abid Ali Awan's photo

Abid Ali Awan

19 juli 2025

LangGraph Agents Hands-On Tutorial

Master LangGraph fundamentals — state, nodes, edges, memory — and build scalable AI agents with ReAct patterns, custom tools, and persistent state management.
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Vaibhav Mehra

15 juli 2025

Building an MCP Server and Client with FastMCP 2.0

Building, Testing, and Integrating the ArXiv Explorer MCP Server.
Abid Ali Awan's photo

Abid Ali Awan

15 juli 2025

Grok 4 API: A Step-by-Step Guide With Examples

Learn how to use Grok 4’s API through practical examples featuring image recognition, reasoning, function calling, and structured output.
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Tom Farnschläder

15 juli 2025

Kimi K2: A Guide With Six Practical Examples

Learn what Moonshot's Kimi K2 is, how to access it, and see it in action through six practical examples you can use.
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Aashi Dutt

14 juli 2025

Getting Started with Gemini Fullstack LangGraph

Set up a full-stack deep AI research assistant, featuring a React frontend and a LangGraph backend.
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Abid Ali Awan

18 juni 2025

Fine-Tuning Magistral: A Step-By-Step Guide

Step-by-step guide to fine-tuning the Mistral reasoning model on a medical MCQs dataset using the Transformers framework.
Abid Ali Awan's photo

Abid Ali Awan

17 juni 2025

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's photo

Aashi Dutt

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.
Abid Ali Awan's photo

Abid Ali Awan

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.
Abid Ali Awan's photo

Abid Ali Awan

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.
Abid Ali Awan's photo

Abid Ali Awan

29 mei 2025