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AWS expands Nova model family with 'Forge' for custom training

New "Novella" capability allows enterprises to distill proprietary data into efficient, domain-specific models.

Olivia Sharp 1 min read 713 views
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AWS launches Nova 2 models and the Nova Forge service, enabling companies to build custom "Novella" models that combine proprietary data with Amazon's pre-training.

Modular intelligence for the enterprise

AWS expanded its Amazon Nova foundation model lineup on Wednesday, introducing four new models designed to compete on price-performance. The release includes Nova 2 Sonic for real-time speech-to-speech interactions and Nova 2 Omni, a multimodal reasoning engine. However, the most significant announcement for enterprise developers was Nova Forge, a service that pioneers "open training" for business applications.

Solving the fine-tuning dilemma

Nova Forge addresses the problem of "catastrophic forgetting," where AI models lose their general capabilities when fine-tuned on specific data. - The Solution: The service allows companies to "co-train" models using their …

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