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---
pipeline_tag: zero-shot-image-classification
---

This repository contains the models of the paper [Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality](https://huggingface.co/papers/2410.05210).