diff --git a/pages/ai.image.generation.md b/pages/ai.image.generation.md
index 4abdffd..8419be3 100644
--- a/pages/ai.image.generation.md
+++ b/pages/ai.image.generation.md
@@ -14,6 +14,9 @@
 - https://huggingface.co/spaces/OFA-Sys/OFA-Text2Image_Generation !! 
 - https://huggingface.co/spaces/multimodalart/latentdiffusion
 - https://huggingface.co/spaces/multimodalart/mindseye-lite
+	- https://multimodal.art/mindseye !!
+- https://huggingface.co/spaces/multimodalart/vqgan
+- https://huggingface.co/spaces/BernardoOlisan/vqganclip
 
 ##### abstract
 - https://huggingface.co/spaces/Joshagibby/Samila-Visual-Waves