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Intelli framework orchestrates multi-model collaboration as a graph
- barqawiz 3y agoMini AGI can be created in two ways: one large model with a breakthrough that can take the current transformer to the next level. Or multi-models with different abilities that work to achieve user tasks and break into multiple steps. The second option is more achievable in the short term, for this, I create a framework that uses graph theory to navigate the AI models as multiple tasks and handle the relations between different models. This example shows how to create a data science teaching assistant using open-source Gemma and stable diffusion: https://www.kaggle.com/code/jaguar00/data-science-teaching-agent-graph-approach https://www.kaggle.com/code/jaguar00/data-science-teaching-a... This article describes the concept in detail: https://towardsdatascience.com/graph-theory-to-harmonize-model-integration-e11b4827135a https://towardsdatascience.com/graph-theory-to-harmonize-mod...