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Nvidia's AI Workbench brings model fine-tuning to workstations | TechCrunch

Aug 08, 2023 - techcrunch.com
Nvidia has announced a new platform, AI Workbench, designed to allow users to create, test, and customize generative AI models on a PC or workstation before scaling them to a data center and public cloud. The service, which can be accessed through a basic interface running on a local workstation, allows developers to fine-tune and test models from popular repositories like Hugging Face and GitHub using proprietary data, and access cloud computing resources when the need to scale arises.

The platform aims to simplify the process of customizing large AI models, which can be time-consuming and challenging. AI Workbench allows developers to pull together models, frameworks, SDKs, and libraries from open source resources into a unified workspace. Nvidia's approach with AI Workbench is more decentralized, focusing on local machine fine-tuning rather than a cloud service, which could appeal to developers who do not want to rely on a single cloud or service for AI model experimentation.

Key takeaways:

  • Nvidia has announced a new platform, AI Workbench, designed to allow users to create, test, and customize generative AI models on a PC or workstation before scaling them to a data center and public cloud.
  • AI Workbench aims to simplify the process of customizing large AI models, which can be time-consuming and challenging, particularly for enterprise-scale AI projects.
  • The platform allows developers to pull together models, frameworks, SDKs, and libraries from open source resources into a unified workspace, offering a more decentralized approach to fine-tuning.
  • Nvidia's earnings have been propelled to new heights by the AI-driven demand for GPUs, with the company's market cap briefly reaching $1 trillion in May.
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