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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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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
July 19, 2025
Seven Grok 4 Examples to Try in the Chat Interface
Learn how to make the most of Grok 4 through seven practical examples you can try in the chat interface.
Aashi Dutt
July 17, 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.
Vaibhav Mehra
July 15, 2025
Building an MCP Server and Client with FastMCP 2.0
Building, Testing, and Integrating the ArXiv Explorer MCP Server.
Abid Ali Awan
July 15, 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.
Tom Farnschläder
July 15, 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.
Aashi Dutt
July 14, 2025
Getting Started with Gemini Fullstack LangGraph
Set up a full-stack deep AI research assistant, featuring a React frontend and a LangGraph backend.
Abid Ali Awan
June 18, 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
June 17, 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
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