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AI Tutorials

Keep up to date with the latest techniques, tools, and research in artificial intelligence. Out AI tutorials will walk you though challenging machine learning models.
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Artificial Intelligence (AI)

How to Make Custom ChatGPT Models: 5 Easy Steps to Personalized GPTs

Check out these five simple steps to unlock the full potential of ChatGPT with your own custom GPTs.

Moez Ali

November 28, 2023

Artificial Intelligence (AI)

A Comprehensive Guide to the DALL-E 3 API

Discover the transformative power of DALL-E 3 API in this guide, covering its key features, industry applications, and tips for users to unlock their creative potential.
Zoumana Keita 's photo

Zoumana Keita

November 22, 2023

Artificial Intelligence (AI)

Llama.cpp Tutorial: A Complete Guide to Efficient LLM Inference and Implementation

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.
Zoumana Keita 's photo

Zoumana Keita

November 14, 2023

Artificial Intelligence (AI)

An Introduction to Using DALL-E 3: Tips, Examples, and Features

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.
Kurtis Pykes 's photo

Kurtis Pykes

November 10, 2023

Artificial Intelligence (AI)

GPT-4 Vision: A Comprehensive Guide for Beginners

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.
Arunn Thevapalan's photo

Arunn Thevapalan

November 3, 2023

Artificial Intelligence (AI)

Vicuna-13B Tutorial: A Guide to Running Vicuna-13B

A complete guide to running the Vicuna-13B model through a FastAPI server.
Zoumana Keita 's photo

Zoumana Keita

November 3, 2023

Artificial Intelligence (AI)

FLAN-T5 Tutorial: Guide and Fine-Tuning

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.
Zoumana Keita 's photo

Zoumana Keita

November 3, 2023

Artificial Intelligence (AI)

Mistral 7B Tutorial: A Step-by-Step Guide to Using and Fine-Tuning Mistral 7B

The tutorial covers accessing, quantizing, fine-tuning, merging, and saving this powerful 7.3 billion parameter open-source language model.
Abid Ali Awan's photo

Abid Ali Awan

November 3, 2023

Artificial Intelligence (AI)

7 NLP Projects for All Levels

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

Eugenia Anello

November 2, 2023

Artificial Intelligence (AI)

Introduction to Falcon 40B: Architecture, Training Data, and Features

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

Abid Ali Awan

October 24, 2023

Artificial Intelligence (AI)

Fine-Tuning LLaMA 2: A Step-by-Step Guide to Customizing the Large Language Model

Learn how to fine-tune Llama-2 on Colab using new techniques to overcome memory and computing limitations to make open-source large language models more accessible.
Abid Ali Awan's photo

Abid Ali Awan

October 19, 2023