Despite having just 3 billion parameters, Ferret-UI Lite matches or surpasses the benchmark performance of models up to 24 times larger. Here are the details.
A bit of background on Ferret
In December 2023, a team of 9 researchers published a study called “FERRET: Refer and Ground Anything Anywhere at Any Granularity”. In it, they presented a multimodal large language model (MLLM) that was capable of understanding natural language references to specific parts of an image:
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