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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

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

December 10, 2024

Artificial Intelligence

How to Use 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

August 4, 2024

Artificial Intelligence

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

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

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

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

August 1, 2024

Artificial Intelligence

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.
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Eugenia Anello

November 2, 2023

Artificial Intelligence

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

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

Artificial Intelligence

How to Fine Tune GPT 3.5: Unlocking AI's Full Potential

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.
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Moez Ali

October 18, 2023

Artificial Intelligence

A Beginner's Guide to The OpenAI API: Hands-On Tutorial and Best Practices

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.
Arunn Thevapalan's photo

Arunn Thevapalan

October 18, 2023

Artificial Intelligence

Using ChatGPT to Moderate ChatGPT Responses

Explore the nuances of AI moderation with our in-depth guide on utilizing ChatGPT for moderating responses in GPT-based applications.
Andrea Valenzuela's photo

Andrea Valenzuela

October 4, 2023