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Introducing MosaicML Cloud: Your Path to State of the Art AI

Introducing MosaicML Cloud: Your Path to State of the Art AI

Today, we’re launching the MosaicML Cloud to give you unprecedented access to state-of-the-art AI training. With our purpose-built, full-stack managed platform, we handle the systems and hardware complexities so you can build high-performing, domain-specific AI models - and transform your business.

Throughout my career as a neuroscientist, processor architect, entrepreneur, and investor I’ve strived to bring intelligence to machines. I’ve also recognized that the way to do that is through products that make intelligence available to everyone, everywhere. That’s why today at Oracle CloudWorld we at MosaicML are announcing early access to the MosaicML Cloud - a purpose-built, full stack managed platform for building AI models efficiently. 

The MosaicML Cloud was designed from the ground up for the unique needs of neural network development. We make state-of-the-art results accessible by managing systems and hardware complexities so that you can focus on building your models. With the MosaicML Cloud, customers can access the latest neural network techniques to build large models that use their data to deliver tremendous business impact.

Through system and algorithmic optimizations, the MosaicML Cloud streamlines the path from dataset to model.

Today, large language models (LLMs) that power natural language processing (NLP) have quickly become a foundational AI technology. Last year, a third of technical leaders reported that their budget spend for NLP increased by 30%. There are some incredibly powerful LLMs available today - Google’s PALM and Open AI’s GPT-3 are some of the most well-known. But these models are enormous in scale, cost millions of dollars to create, and were trained on generic datasets like Wikipedia entries. A recent blog post by the Madrona team highlighted both the opportunities and challenges in building these models. So where does that leave organizations that generate massive amounts of valuable data but don’t have the same machine learning resources and expertise as Big Tech companies?

Introducing MosaicML Cloud: A Purpose-Built, Optimized ML Training Platform

That’s why we built the MosaicML Cloud: to give you unprecedented access to state-of-the-art AI. The MosaicML Cloud is designed to accelerate the development of advanced models like Stable Diffusion that are capable of generating images from text. This technology is creating new market opportunities for video, media, and publishing companies practically overnight. With our early users, we are seeing MosaicML Cloud reduce the cost and time of large model development by orders of magnitude. Our customers are able to train their AI models 90% cheaper and 10x faster than before, by leveraging our systems and algorithmic optimizations. The Stanford Center for Research on Foundation Models (CRFM) is working with MosaicML to train large language models for biomedical text. They are using MosaicML’s toolset that is capable of training GPT-3 quality language models for less than $450K, a huge savings compared to the average cost of training GPT-3 models (~$5-10M/run).

With the MosaicML Cloud, we’ve built a multi-cloud software and orchestration stack that offers the best performance per dollar in the world for developing neural network models and can be deployed on any cloud, or on our high performance infrastructure. Our world-class ML research and engineering experts work hand-in-hand with your team to build your best model with your own data. We’ll help you avoid engineering challenges like hardware failures, dataset wrangling, and GPU scaling - and keep your AI development costs under control.

Until now, only a few huge companies have been able to fully realize the power of large neural networks, creating a world of haves and have-nots. Today, with MosaicML Cloud, we’re giving all organizations of any size unprecedented levels of access to cutting edge AI research and technology that will transform your business. Schedule a demo today!

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