Open Internet by MindsNet

Mitigating Fabricated Outputs in Multimodal Models

The model's tendency to generate fabricated quotes, such as 'Yeah, Friday at five,' when given silent audio inputs poses a significant challenge. This issue arises from the model's priors and its interaction with system prompts. The challenge involves understanding and addressing the root causes of such fabrications to improve model reliability.

Computing & Technology, Computer Science, Machine Learning