this post was submitted on 10 May 2024
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[–] utopiah@lemmy.ml 2 points 6 months ago

Interesting video based on "No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance" https://arxiv.org/abs/2404.04125 which basically says (my interpretation) that temporary techniques, i.e not LLM but LMM are statistical models based on large datasets which don't, and can't unless at a ridiculously (basically impractical) high cost consider the long tail, namely what is not quite popular.