NVIDIA Technical Blog

Streamline Generative AI Development with NVIDIA NeMo on GPU-Accelerated Google Cloud

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  • Pretrained LLMs are easy to use and work well for general-purpose knowledge.
  • Custom LLMs can be built by customizing pretrained models with domain-specific knowledge and task-specific skills.
  • NVIDIA NeMo is an end-to-end framework for building, customizing, and deploying generative AI models.
  • NVIDIA AI Enterprise, including NeMo, helps organizations adopt generative AI faster.
  • NeMo allows for optimal training throughput and reduces the time required for training by breaking down models and data.
  • NeMo supports various customization techniques for adding functional skills and focusing on specific domains.
  • NeMo enables developers to try new LLMs and customize foundation models without deep knowledge of optimization.
  • NeMo Guardrails help prevent biased, inappropriate, and hallucinated responses from LLMs.
  • NVIDIA NeMo integrates with Google Cloud ML development tools and can be seen at the NVIDIA booth at Google Cloud Next.