A pipeline combining LlavaGuard, Command R+, and Toxic-BERT flags and removes 7,531 image-text pairs from the 558,000-pair LLaVA pretraining dataset.
Comm: A coherent inter- leaved image-text dataset for multimodal understanding an d generation, 2024
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Understanding and Mitigating Toxicity in Image-Text Pretraining Datasets: A Case Study on LLaVA
A pipeline combining LlavaGuard, Command R+, and Toxic-BERT flags and removes 7,531 image-text pairs from the 558,000-pair LLaVA pretraining dataset.