AI-tutorials

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vLLM: Setting Up vLLM Locally and on Google Cloud for CPU

Learn how to set up and run vLLM (Virtual Large Language Model) locally using Docker and in the cloud using Google Cloud.

François Aubry

9 januari 2025

Microsoft's Phi-4: Step-by-Step Tutorial With Demo Project

Learn how to build a homework checker using Microsoft's Phi-4 model, which validates solutions, provides detailed corrections, and suggests elegant alternatives.

Aashi Dutt

7 januari 2025

ChatGPT Desktop: A Guide With VS Code and Terminal Examples

Learn how to optimize your coding workflow using the ChatGPT desktop app, with a focus on its integration with VS Code, the terminal, and Xcode.

François Aubry

7 januari 2025

OpenAI's Preference Fine-Tuning: A Guide With Examples

Learn how to align large language models with user preferences using OpenAI's preference fine-tuning and direct preference optimization.

Hesam Sheikh Hassani

7 januari 2025

Llama 3.3: Step-by-Step Tutorial With Demo Project

Learn how to build a multilingual code explanation app using Llama 3.3, Hugging Face, and Streamlit.

Dr Ana Rojo-Echeburúa

17 december 2024

Gemini 2.0 Flash: Step-by-Step Tutorial With Demo Project

Learn how to use Google's Gemini 2.0 Flash model to develop a visual assistant capable of reading on-screen content and answering questions about it using Python.

François Aubry

16 december 2024

Qwen 2.5 Coder: A Guide With Examples

Learn about the Qwen2.5-Coder series by building an AI code review assistant using Qwen 2.5-Coder-32B-Instruct and Gradio.

Aashi Dutt

12 december 2024

Amazon Nova Models: A Guide With Examples

Learn about the new Amazon Nova models (Micro, Lite, Pro, Premier, Canvas, Reel), how to access them through the Bedrock Playground and API, and how to build a demo multi-agent app.

Hesam Sheikh Hassani

9 december 2024

Anthropic's Contextual Retrieval: A Guide With Implementation

Learn how Anthropic's contextual retrieval improves the accuracy of retrieval systems and how to implement it step-by-step.

Ryan Ong

29 november 2024

AWS Multi-Agent Orchestrator: A Guide With Examples

Learn how to set up the AWS Multi-Agent Orchestrator framework and build a demo project focused on multi-agent orchestration.

Hesam Sheikh Hassani

29 november 2024

Microsoft's TinyTroupe: A Guide With Examples

Learn how to use Microsoft’s TinyTroupe to simulate interactions between AI personas with distinct characteristics for different purposes.

Hesam Sheikh Hassani

28 november 2024

Pixtral Large: A Guide With Examples

Learn how to use Mistral’s Pixtral Large via Le Chat or access it programmatically through the API on La Plateforme.

Aashi Dutt

27 november 2024