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README.md

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+
+# TVLT 
+
+Textless Vision-Language Transformer (TLVT) model, pre-trained-only. It was introduced in the paper [TVLT: Textless Vision-Language Transformer](https://arxiv.org/abs/2209.14156) by Tang et al. and first released in [this repository](https://github.com/zinengtang/TVLT).
+
+Disclaimer: The team releasing TVLT did not write a model card for this model so this model card has been written by the Hugging Face team.
+
+## Model description
+
+TVLT is based on the [MAE model](https://huggingface.co/docs/transformers/model_doc/vit_mae), but extends it to audio-visual pre-training.
+
+## Intended uses & limitations
+
+It's recommended to fine-tune the model on a task that involves audio and/or video.
+
+### How to use
+
+For code examples, we refer to the [documentation](https://huggingface.co/docs/transformers/main/en/model_doc/tvlt).
+
+### BibTeX entry and citation info
+
+```bibtex
+@misc{https://doi.org/10.48550/arxiv.2209.14156,
+  doi = {10.48550/ARXIV.2209.14156},
+  
+  url = {https://arxiv.org/abs/2209.14156},
+  
+  author = {Tang, Zineng and Cho, Jaemin and Nie, Yixin and Bansal, Mohit},
+  
+  keywords = {Computer Vision and Pattern Recognition (cs.CV), Artificial Intelligence (cs.AI), Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
+  
+  title = {TVLT: Textless Vision-Language Transformer},
+  
+  publisher = {arXiv},
+  
+  year = {2022},
+  
+  copyright = {arXiv.org perpetual, non-exclusive license}
+}
+```