Your data and LLM models reside in private cloud but GPU resources are spread across clouds
Organizations are concerned about using public GenAI models-as-a-service (OpenAI, Bard, or Anthropic) whereby their private data is used to train these public models.
That means a competitor of the organization can have access to the same GenAI model trained on their data- a rather scary situation! The flipside is that the organization now wants to keep both their data and their GenAI model fully inside their control, inside their firewalls.
Then it does not have access to the compute and GPU resources to train, fine tune, and deploy the GenAI models. They reside in public cloud regions around the globe.
The DKube X The GenAI Ops Platform seamlessly operates within your organization's infrastructure while enabling GenAI models to run efficiently in cost-effective, GPU-equipped cloud environments.
It ensures data security by maintaining control through encrypted pipelines and firewall-based storage of model weights. All public cloud transactions are meticulously logged, providing robust auditing and security measures.