NVIDIA NeMo and Snowflake Integration Enables Enterprises to Securely Build Custom Large-Scale Language Models Using Their Own Data in the Snowflake Data Cloud
Snowflake Summit —snowflake (NYSE: SNOW), a data cloud company, and NVIDIA today announced Snowflake Summit 2023 The two companies have partnered to give companies of all sizes an accelerated path to create customized generative AI applications using their own data, all securely Snowflake data cloud.
with NVIDIA NeMoSnowflake, a platform for developing large-scale language models (LLM) and NVIDIA GPU-accelerated computing, allows companies to use the data in their Snowflake accounts to create advanced generative AI services such as chatbots, search, and summaries. You will be able to create a custom LLM for LLM can be customized without data movement, allowing you to keep your proprietary information completely secure and managed within the Snowflake platform.
“Snowflake’s partnership with NVIDIA brings high-performance machine learning and artificial intelligence to our vast and uniquely structured enterprise data, a new frontier that will bring unprecedented insights, predictions and prescriptions to the global business world. ,” said Chairman Frank Slootman. And the CEO of Snowflake.
NVIDIA founder and CEO Jensen Huang said: “Data is essential to creating generative AI applications that understand the complex operations and unique opinions of any enterprise.” Transform and build an AI factory that enables you to power groundbreaking new applications directly from the cloud platform you use to run your business.”
The NVIDIA and Snowflake collaboration opens up new opportunities for businesses. It enables enterprises to create and fine-tune custom LLMs that power their business-specific applications and services with their own data, including hundreds of terabytes to petabytes of raw, curated business information. Become.
By integrating Snowflake and NVIDIA’s AI technology, customers can quickly and easily build, deploy, and manage customized applications that bring the power of generative AI to every part of their business across a variety of use cases. Additionally, by extending AI capabilities in the data cloud, these customers will be able to create generative AI applications where the data they manage already exists, significantly reducing costs and delays while maintaining data security. It has the advantage of reducing
“More companies than we expected are increasingly recognizing the value of their data assets and are training or at least fine-tuning their AI models,” said the Technical Research Group. Alexander Harrowell, Principal Analyst, Advanced Computing for AI, Omdia. “Similarly, companies are starting to operate more diverse AI models for business-specific applications. Supporting them in this trend is one of the biggest open opportunities in the space, he said. .”
Custom models for healthcare, retail, financial services, and more
With more than 8,000 customers worldwide (as of April 30, 2023), Snowflake Data Cloud empowers businesses to integrate, consolidate, analyze, and share data not only across their organization, but also with their customers, partners, suppliers, and more. Offers. Additionally, customers can use the data cloud to build and share key data applications at scale.
Snowflake’s integrated platform provides an industry-specific data cloud to help deliver innovative solutions across multiple industries and lines of business. advertisement, media and entertainment, financial operations, Healthcare and life sciences, manufacturing industry, Retail and consumer packaged goods, technology and Telecommunications.Most recently, Snowflake has Government and education data cloud Enable data-driven decision-making in the public sector.
The Snowflake and NVIDIA collaboration will enable customers to further transform these industries by using the data cloud to deploy customized generative AI applications across industries. For example, a health insurance model can answer complex questions about procedures covered by different plans. The financial services model allows you to share details about specific financing opportunities available to individual and corporate customers based on their specific circumstances.
NVIDIA NeMo is a cloud-native enterprise platform for building, customizing, and deploying generative AI models with billions of parameters. Snowflake plans to host and run his NeMo in the data cloud, allowing customers to build, customize and deploy custom LLMs used for generative AI applications such as chatbots and intelligent search.
and NeMo Guardrail The software allows developers to ensure their applications meet business-specific topics, safety and security requirements.
To learn more about the latest product integration and generative AI trends, check out Slootman and Huang’s hearth chat. Snowflake Summit 2023.
learn more:
