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Amazon Nova 2: Multimodal Reasoning and Generation Models

Amazon Nova Team, Shubham Garg

Amazon Science · 2025

Amazon Nova 2 represents the next evolution in AWS's foundation model family, featuring advanced multimodal reasoning capabilities and improved generation quality across diverse domains.

Key Contributions

  • Multimodal Architecture: Unified framework for processing text, images, and video
  • Enhanced Reasoning: Improved chain-of-thought and multi-step reasoning abilities
  • Generation Quality: State-of-the-art results in both understanding and generation tasks

My Role

As a technical lead on the Nova team, I contributed to:

  • Post-training pipeline development (SFT, RLHF)
  • Persona-driven model improvement strategies
  • Evaluation and benchmarking frameworks