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Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
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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

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

Artificial Intelligence (AI)

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.
Moez Ali's photo

Moez Ali

October 18, 2023

Artificial Intelligence (AI)

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.
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Arunn Thevapalan

October 18, 2023

Kevin Babitz

October 6, 2023

Artificial Intelligence (AI)

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.
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Andrea Valenzuela

October 4, 2023

Artificial Intelligence (AI)

CoCa: Contrastive Captioners are Image-Text Foundation Models Visually Explained

Dive deep into the Contrastive Captioner (CoCa) model, an advanced image-text foundation model in machine learning.
Henry Ansah's photo

Henry Ansah

October 4, 2023