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And in this research, we will focus on three points.
Small models, Multiple merged models, orderly structured objects.
In recent years, AI services is more and more popular.
To support the AI services, huge hardware resources for complex computing are needed.
Big AI model offend need to use the official API or web-services provided by the company.
If we intend to use the custom version or deploy the model in our own system.
It will be more limitation.
The small models of AI service are more easily to manage and deploy.
So we choose to use numbers of small models and merged them together.
When the computing job request, it could be delivered to the corresponding model.
Through orderly structured objects, we can more clearly distinguish the relationship between objects, and it is also easier to convert into natural language.
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IEEE/ICACT20240034 Slide.04
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