P³I-Assistant-4B
A 4-billion-parameter video assistant model trained with additional proactive training data, intended to improve proactive capabilities such as risk prediction and intervention in video understanding.
Timeline (last 90 days)
The authors constructed additional proactive training data and trained P³I-Assistant-4B, an assistant with about 4 billion parameters, which achieves improvements on multiple tasks, but the gains are uneven across different capabilities.
The coverage of specialized data determines the boundaries of capability; this is an obvious limitation of the 'small and specialized' route and the reason subsequent work needs to continue advancing data diversity and scale.
All Facts (2)
The coverage of specialized data determines the boundaries of capability; this is an obvious limitation of the 'small and specialized' route and the reason subsequent work needs to continue advancing data diversity and scale.
50%UnverifiedThe authors constructed additional proactive training data and trained P³I-Assistant-4B, an assistant with about 4 billion parameters, which achieves improvements on multiple tasks, but the gains are uneven across different capabilities.
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