arXiv:2506.12103cs.AIcs.CY2025-06被引 70

亚马逊推出Nova系列模型,覆盖多模态生成与文本处理,兼顾性能与成本。

The Amazon Nova Family of Models: Technical Report and Model Card

  • 分层级设计:Pro、Lite、Micro、Canvas、Reel五款模型满足不同场景需求
  • Nova Pro在准确率、速度与成本上综合表现最优,支持多任务处理
  • 适合需要高性价比、低延迟或专业内容生成的开发者与企业使用

我们介绍亚马逊Nova系列基础模型,这是新一代具备前沿智能与行业领先性价比的模型。Nova Pro是一款高性能多模态模型,在多种任务中实现了准确率、速度与成本的最佳平衡。Nova Lite是低成本多模态模型,可快速处理图像、视频、文档和文本。Nova Micro是纯文本模型,提供最低延迟响应与极低成本。Nova Canvas是图像生成模型,支持专业级图像生成与丰富定制控制。Nova Reel是视频生成模型,输出高质量内容,支持定制化与运动控制。所有模型均以负责任方式构建,注重客户信任、安全与可靠性。我们在核心能力、代理性能、长上下文、功能适应性、运行时性能及人类评估方面报告了基准测试结果。

原文摘要 · Abstract (English)

We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highly-capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks. Amazon Nova Lite is a low-cost multimodal model that is lightning fast for processing images, video, documents and text. Amazon Nova Micro is a text-only model that delivers our lowest-latency responses at very low cost. Amazon Nova Canvas is an image generation model that creates professional grade images with rich customization controls. Amazon Nova Reel is a video generation model offering high-quality outputs, customization, and motion control. Our models were built responsibly and with a commitment to customer trust, security, and reliability. We report benchmarking results for core capabilities, agentic performance, long context, functional adaptation, runtime performance, and human evaluation.

多模态生成模型低成本图像生成

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