- Model complexity: Multimodal models can be more complex and require more parameters than text-only models. This can lead to increased computational requirements and training times.
- Training data quality: Multimodal data can be more challenging to collect and preprocess than text data. This can lead to increased costs for data annotation, labeling, and cleaning.
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