6 Open-Source or Free AI Projects You Should Try

Over the past decade, the rise of artificial intelligence and deep learning has strongly impacted our lives and work. But recent advancements show us that what comes next will have an even bigger impact.

Thanks to these technologies, our society is on the cusp of a revolution unlike anything we’ve seen since the dawn of the world wide web. This article will cover 6 of the most exciting and impactful open-source or free AI projects you should try if you want a glimpse into the future.

GPT-3

GPT-3 is short for Generative Pre-trained Transformer 3 – a groundbreaking large language model from Open AI. With GPT-3, users can generate structured text output such as poems, language translations, news articles, fictional stories, and even computer code. Under the hood, you’ll find highly sophisticated algorithms trained on a staggering 45 terabytes of data scraped from various sources online, such as Wikipedia and Reddit, among many others. This huge training set is what gives GPT-3 its power. When a user inputs a text prompt into GPT-3, the model can predict the intent and meaning before generating content based on those predictions. There is a fast-growing ecosystem of companies leveraging GPT-3 to create custom chatbots and generate email replies, web copy, and code. The model is proprietary, but users can freely explore GPT-3 through many online playgrounds at no cost.

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BLOOM AI

While GPT-3 is the current undisputed king of the large language models (LLMs), BLOOM is quickly becoming a favorite among technology enthusiasts who prefer open-source over proprietary systems.

BLOOM is an acronym meaning BigScience Large Open-science Open-access Multilingual Language Model. In a nutshell, this powerful AI model offers many of the same features and functions that GPT -3 does, except that its source code is freely available to download.

Stable Difusion

Stable Diffusion is a state-of-the-art image model that generates original artwork from text prompts. It’s a free, open-source alternative to Open AI’s DALL-E 2 image generator. With Stable Diffusion, you can easily generate images of any character, scene, and setting you care to dream up. You’re only limited by your imagination. Once you’ve thought of how to describe the picture you want to see as a text prompt, Stable Diffusion does everything else. Stable Diffusion is freely available for anyone to use. Hugging Face‘s free playground is a great place to start if you’re just interested in testing out what’s possible. However, if you want to unleash its full strength, you’ll need a powerful PC and a bit of technical know-how to get up and running. .

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Codex

Codex helps coders stay on top of their game while developing software projects. It’s a programming tool intended to help developers increase productivity by writing code faster and more efficiently.

Think of Codex as GPT-3 or Stable Diffusion, except rather than create stories or images, it’s used to generate snippets of computer code.

Codex is a product by Open AI, and it’s based on a fined-tuned version of GPT-3. At the time of publishing, Codex is still in closed beta; however, you can get a sample of what’s possible by using the GitHub Copilot or the open-source alternative called FauxPilot.

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MidJourney

Midjourney is a free but proprietary AI model that creates images based on text descriptions like DALL-E and Stable Diffusion. Currently, the model is in open beta and only accessible via a Discord bot on the official Midjourney discord channel. There’s a free as well as a paid tier that provides faster access, more capacity, and other services. The creators behind the project say their model is an assistant for artists rather than a replacement. Interestingly, an artist called Jason Allen caused a stir at the 2022 Colorado State Fair when an image he generated with Midjourney won the digital art competition.

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Phenaki

If you’ve been reading this article thinking it would be cool to have an AI model to generate videos, here is the answer. It’s called Phenaki, and it’s arguably the most powerful open-source text-to-video model released to date.

Phenaki is a new model that allows creators to generate realistic videos that can change over time with text prompts.

Much like Stable Diffusion is the open-source version of DALL-E and Midjourney for text-to-image, Phenaki is the open-source answer to Facebook’s Make-A-Video and Google’s Imagen Video text-to-video models.

The text-to-video niche within AI is practically brand new, as all of these models were just released during the latter part of 2022. Phenaki isn’t capable of producing the sort of high-quality videos you can make with the proprietary big-tech models, but given the fact that it’s the first of its kind, it’s a great start, and we’re excited to see what 2023 will bring!

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