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Models

Generally, AI models are a core component of tasks. They are programs developed by data scientists designed to analyse datasets to find patterns and make predictions. Models are leveraged to complete tasks related to computer vision, natural language processing, and applied in a range of other AI domains.

Inspecting models​

Just like tasks, model code can also be inspected. The owner of the model does have the option to limit code visibility if they wish to do so.

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Tasks with interchangeable models​

In Bitfount, tasks define the model that will run within a project. Some tasks offer flexibility, allowing you to choose from a selection of open-source models.

If a task includes a model that requires usage approval, it will be marked as Pending Approval. The model owner must approve its use before you can run the task.

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Creating a custom model​

The platform supports the integration of custom models which once uploaded can be templated into tasks to either train, or run inference. If you are a data scientist, please see Custom Models, or visit our SDK Tutorials for more information on implementation.