Prismer is a newly introduced vision-language model that focuses on data and parameter efficiency. The model utilizes an ensemble of diverse, pre-trained domain experts to achieve competitive fine-tuned and few-shot learning vision-language reasoning performance. Prismer's performance is comparable to current state-of-the-art models, while requiring significantly less training data, up to two orders of magnitude less.
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