7 New GPT Models (Open Source & Free)

The new Cerebras-GPT open source models are here! Find out how they can transform your AI projects now.

Photo by BoliviaInteligente on Unsplash

Natural language processing models based on GPT (Generative Pre-trained Transformer) technology have experienced unprecedented growth in recent years, enabling significant advances in the fields of text analysis, machine translation, and content generation.

We’ll introduce you to seven new free, open source GPT models that have recently emerged, including some major innovations. Whether you are a digital professional or a novice in the field of AI, this article is a must-read for anyone interested in the latest trends in GPT and AI.

What is Cerebras?

Cerebras is an American company, based in Silicon Valley, that specializes in the design and manufacture of computer chips for artificial intelligence (AI).

Its flagship product is the “Cerebras Wafer Scale Engine” (WSE), a single chip the size of a sheet of paper that is considered the largest chip in the world.

The WSE contains more than 1.2 trillion transistors, which is about 56 times more than Nvidia’s most advanced graphics processing unit (GPU) chips. The chip is designed to be used in data centers to accelerate machine learning and other AI applications. The cluster is available in the cloud via Cerebras AI Model Studio.

Cerebras aims to revolutionize the AI industry by providing faster and more powerful processing capabilities. The company has just released seven open source GPT models to provide an alternative to the proprietary and tightly controlled systems available today.

The Cerebras-GPT models are completely royalty-free and have been released under the Apache 2.0 license, supporting their concept of the Andromeda AI supercomputer. Cerebras’ infrastructure allows its customers to quickly create their own custom language models.

Cerebras-GPT: 7 Models for Creating an Open Source LLM

Cerebras goes totally against the exclusive ownership of AI technology in some companies by creating these seven open source GPT templates. Indeed, OpenAI, Meta, and Deepmind keep a great deal of information about their systems private and tightly controlled, limiting innovation to what the three companies decide about what others can do with their data.

This Silicon Valley company believes that it is important that LLMs be accessible, open, reproducible, and royalty-free.

LLMs (Large Language Models) are natural language processing models based on deep learning that are capable of generating coherent and fluent text from massive amounts of textual data. These models are trained on very large text datasets, often billions of words or more, to learn to predict the probability of the next sequence of words in a given text.

To this end, Cerebras has created a family of transformer models using the latest techniques and open datasets that they have named Cerebras-GPT. In accordance with their ethics, the seven models are published and available for free on Hugging Face and GitHub.

These models are the first family of GPT models trained using the Chinchilla formula and released under the Apache 2.0 license. They were trained with the Cerebras Andromeda AI supercomputer, and it only took a few weeks thanks to the speed of the Cerebras CS-2 systems.

Here’s a video that will help you better understand:

Everything you need to know about Cerebras-GPT models:

1. User license: Apache 2.0 license
2. The seven versions are available in models of 111 M, 256 M, 590 M, 1.3 B, 2.7 B, 6.7 B, and 13 B.
3. Model architecture and weights
4. Training data
5. Control points
6. Status of optimal training by calculation

To give you a better understanding of how much of an advancement this is, here is a table comparing everything that is shared by Cerebras with other companies:

Open Source Movement in the AI World

An open source movement is progressing at great speed, and we may be on the verge of a shift in AI innovation that will prevent it from being concentrated in a handful of companies.

A few examples to illustrate the sharing of knowledge in the AI sector:

• Mozilla, the foundation that created the open source Firefox software, has launched a company called Mozilla.ai to develop reliable, privacy-friendly open source systems for creating GPT and recommendation models.
• Databricks recently released an open source version of GPT called Dolly, which aims to democratize access to GPT technology.
• GPT4All, released by Nomic AI, is open source and can run on a laptop. The open source AI movement is still nascent, but it is gaining momentum.

In conclusion, the release of the 7 new GPT models, including the Cerebras-GPT models, represents a significant milestone in the field of Natural Language Processing (NLP).

These models are open source and free, which means they can be accessed and used by developers and researchers worldwide, accelerating the pace of innovation and discovery.

As the field of NLP continues to advance, we can expect even more ground breaking developments in the future, with the help of these new GPT models and other cutting-edge technologies.

The future of AI and NLP is exciting, and these new GPT models are just the beginning of what is possible. So, explore these new models and find out how they can transform your AI projects today.