Foundation model | 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 |
BASE FOUNDATION MODEL |
EXAMPLES |
CONSIDERATIONS |
CUSTOM MODEL |
DEMO IMPLEMENTATION |
Additional Comments
Foundation Models |
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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. |