Update README.md

README.md

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-# Scaling Down Text Encoders of Text-to-Image Diffusion Models
-
-Official Repository of the paper: *[Scaling Down Text Encoders of Text-to-Image Diffusion Models](https://github.com/LifuWang-66/DistillT5)*.
-
 Project Page: https://github.com/LifuWang-66/DistillT5.git
 
 ## Model Descriptions:
-T5-Base distilled from [T5-XXL](https://huggingface.co/google/flan-t5-xxl) using [Flux](https://huggingface.co/runwayml/stable-diffusion-v1-5). 
-It is 50 times smaller and retains most capability of T5-XXL.
+T5-Small distilled from [T5-XXL](https://huggingface.co/google/flan-t5-xxl) using [Flux](https://huggingface.co/black-forest-labs/FLUX.1-dev). 
 
 ## Generation Results: