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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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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's photo

Vaibhav Mehra

2025年7月15日

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

2025年7月15日

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's photo

Tom Farnschläder

2025年7月15日

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's photo

Aashi Dutt

2025年7月14日

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

2025年6月17日

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

2025年6月12日

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

2025年6月8日

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

2025年5月30日

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

2025年5月29日

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's photo

Abid Ali Awan

2025年5月23日

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's photo

Abid Ali Awan

2025年5月18日