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Amazon Nova: Meet our new foundation models in Amazon Bedrock

Dec 16, 2024 - aboutamazon.com
Amazon has introduced Amazon Nova, a new generation of foundation models designed to enhance generative AI capabilities across various applications. These models, integrated with Amazon Bedrock, support text, image, and video prompts, offering solutions for understanding and generating multimedia content. The lineup includes Amazon Nova Micro, Lite, Pro, Premier, Canvas, and Reel, each tailored for specific tasks such as text processing, multimodal inputs, image, and video generation. Amazon Nova models are cost-effective, fast, and support fine-tuning and distillation, allowing for customization based on proprietary data. They excel in Retrieval Augmented Generation (RAG) and are optimized for agentic applications.

Amazon Nova's creative generation models, Canvas and Reel, are transforming advertising by enabling innovative content creation, such as video ads. The models support over 200 languages and are designed to be easily integrated with customer systems. Looking ahead, Amazon plans to introduce additional models in 2025, including a speech-to-speech model and a multimodal-to-multimodal model. These advancements aim to simplify application development and enhance AI agent capabilities. Amazon emphasizes responsible AI practices, providing AWS AI Service Cards for transparency and safety.

Key takeaways:

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  • Amazon Nova is a new generation of foundation models designed to process text, image, and video prompts, offering advanced generative AI capabilities.
  • Amazon Nova models, including Micro, Lite, Pro, Premier, Canvas, and Reel, provide cost-effective, fast, and accurate solutions for a wide range of tasks and are integrated with Amazon Bedrock.
  • The models support custom fine-tuning and distillation, allowing customers to tailor responses based on proprietary data and transfer knowledge from larger models to smaller, efficient ones.
  • Amazon Nova models are built with integrated safety measures and responsible AI practices, with AWS AI Service Cards providing transparent information on use cases and limitations.
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