Foundation Model Slides | How to Manage, Extend & Customize

Foundation models are platform model. Task specific and domain specific model can be trained on top of foundation models. On one side out of box foundation model can be used for routine task, on other side these are extensible.
OVERVIEW
OVERVIEW
        
BASE FOUNDATION MODEL
BASE FOUNDATION MODEL
        
EXAMPLES
EXAMPLES
        
CONSIDERATIONS
CONSIDERATIONS
        
CUSTOM MODEL
CUSTOM MODEL
        
DEMO IMPLEMENTATION
DEMO IMPLEMENTATION
        

Additional Comments

Foundation Models


Foundation models are called foundation models as these act as platform. These are trained in self supervised manner in borad range of data. Foundation model exhibit transitional properties. These model may be unfinished for task, bt can be adapted for narrow task. Companies can use it and train with domain specific data to make them specific for domain.

Blog 6

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Generative AI slides

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