A Composition of Experts
The most flexible, trillion+ parameter model, capable of addressing every use case, with the performance of small models.
The most flexible, trillion+ parameter model, capable of addressing every use case, with the performance of small models.
Large, trillion parameter models have incredible accuracy for general knowledge, but struggle to be adapted to information that is specific to an enterprise. Worse, if they are fine tuned for one application, then they can lose accuracy in others. Smaller models can be trained for a particular use case, but cannot address the broad needs of large organizations.
A Composition of Experts model solves this by combining the breadth and depth of knowledge that can only be found in the largest models, with the trainability, flexibility, and performance of small models. It is a “best of both worlds” solution, without any of the drawbacks.
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