Tutoriels sur l'IA

Explore the transformative world of Hugging Face, the AI community's open-source hub for Machine Learning and Natural Language Processing.

This comprehensive guide on Llama.cpp will navigate you through the essentials of setting up your development environment, understanding its core functionalities, and leveraging its capabilities to solve real-world use cases.

Discover how to use DALL-E 3 to create images. DIscover what DALL-E 3 is, its key features, and how to use prompts to get the best results.

This tutorial will introduce you to everything you need to know about GPT-4 Vision, from accessing it to, going hands-on into real-world examples, and the limitations of it.

A complete guide to running the Vicuna-13B model through a FastAPI server.

A complete guide to fine-tuning a FLAN-T5 model for a question-answering task using transformers library, and running optmized inference on a real-world scenario.

The tutorial covers accessing, quantizing, fine-tuning, merging, and saving this powerful 7.3 billion parameter open-source language model.

Discover seven NLP project ideas for all levels. Strengthen your portfolio, showcase your NLP skills, and impress employers with these hands-on projects.

In this post, we will explore the architecture, training data, features, and how to run inference and fine-tune the Falcon 40B model.

Learn how to fine-tune Llama 2 on a free Google Colab GPU using QLoRA, PEFT, and the Hugging Face ecosystem to customize open-source LLMs for your use case.

Explore GPT-3.5 Turbo and discover the transformative potential of fine-tuning. Learn how to customize this advanced language model for niche applications, enhance its performance, and understand the associated costs, safety, and privacy considerations.

This tutorial introduces you to the OpenAI API, it's use-cases, a hands-on approach to using the API, and all the best practices to follow.