Create README.md

README.md

@@ -0,0 +1,22 @@
+---
+library_name: diffusers
+---
+
+# MuLan Language Adapter
+
+What is it ?
+> We present MuLan, a versatile framework to equip any diffusion model with multilingual generation abilities natively by up to 110+ languages around the world. With properly trained text encoder from noisy data, we demonstrate that MuLan could be trained on English only data and support other languages zero-shot. Additionally, we introduce Language Adapter. A language adapter with less than 20M parameters, trained against a frozen denoiser and a text encoder, can be readily combined with any homologous community models/tools, such as LoRA, LCM, ControlNet, and IP-Adapter, without any finetuning.
+
+https://github.com/mulanai/MuLan
+
+Examples:
+
+```diff
+# pip install mulankit
+from diffusers import StableDiffusionPipeline
++ import mulankit
+
+pipe = StableDiffusionPipeline.from_pretrained('Lykon/dreamshaper-8')
++ pipe = mulankit.transform(pipe, 'mulanai/mulan-lang-adapter::sd15_aesthetic.pth')
+image = pipe('一只蓝色的🐶 in the 바다').images[0]
+```