diff --git a/environment.yml b/environment.yml
index 72468067e4..820f940608 100644
--- a/environment.yml
+++ b/environment.yml
@@ -37,5 +37,5 @@ dependencies:
     - -e git+https://github.com/CompVis/taming-transformers.git@master#egg=taming-transformers
     - -e git+https://github.com/Birch-san/k-diffusion.git@mps#egg=k_diffusion
     - -e git+https://github.com/TencentARC/GFPGAN.git#egg=gfpgan
-    - -e git+https://github.com/invoke-ai/clipseg.git#egg=clipseg
+    - -e git+https://github.com/invoke-ai/clipseg.git@models-rename#egg=clipseg
     - -e .
diff --git a/ldm/invoke/txt2mask.py b/ldm/invoke/txt2mask.py
index 01d93546e3..bd4269f7e1 100644
--- a/ldm/invoke/txt2mask.py
+++ b/ldm/invoke/txt2mask.py
@@ -29,7 +29,7 @@ work fine.
 
 import torch
 import numpy as  np
-from models.clipseg import CLIPDensePredT
+from clipseg_models.clipseg import CLIPDensePredT
 from einops import rearrange, repeat
 from PIL import Image
 from torchvision import transforms
diff --git a/scripts/preload_models.py b/scripts/preload_models.py
index 97b79e1845..560fcca825 100644
--- a/scripts/preload_models.py
+++ b/scripts/preload_models.py
@@ -117,7 +117,7 @@ try:
         with zipfile.ZipFile(model_dest,'r') as zip:
             zip.extractall('src/clipseg')
             os.rename('src/clipseg/clipseg_weights','src/clipseg/weights')
-        from models.clipseg import CLIPDensePredT
+        from clipseg_models.clipseg import CLIPDensePredT
         model = CLIPDensePredT(version='ViT-B/16', reduce_dim=64, )
         model.eval()
         model.load_state_dict(