--- description: Documentation for text encoding models in Ultralytics YOLOE, supporting both OpenAI CLIP and Apple MobileCLIP implementations for vision-language tasks. keywords: YOLOE, text encoding, CLIP, MobileCLIP, TextModel, vision-language models, embeddings, Ultralytics, deep learning --- # Reference for `ultralytics/nn/text_model.py` !!! success "Improvements" This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/text_model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/text_model.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏
## ::: ultralytics.nn.text_model.TextModel



## ::: ultralytics.nn.text_model.CLIP



## ::: ultralytics.nn.text_model.MobileCLIP



## ::: ultralytics.nn.text_model.MobileCLIPTS



## ::: ultralytics.nn.text_model.build_text_model