diff --git a/download_models.sh b/download_models.sh
index 05592fd..fb9637c 100644
--- a/download_models.sh
+++ b/download_models.sh
@@ -16,50 +16,50 @@ SFLCKR=false
 if [ "$IMAGENET_1024" = true ] ; then
   # imagenet_1024 - 958 MB:
   if [ ! -f "$LOC"/vqgan_imagenet_f16_1024.yaml ]; then
-    curl -L -o "$LOC"/vqgan_imagenet_f16_1024.yaml -C - 'https://heibox.uni-heidelberg.de/d/8088892a516d4e3baf92/files/?p=%2Fconfigs%2Fmodel.yaml&dl=1' #ImageNet 1024
+    curl -L -o "$LOC"/vqgan_imagenet_f16_1024.yaml -C - "https://heibox.uni-heidelberg.de/d/8088892a516d4e3baf92/files/?p=%2Fconfigs%2Fmodel.yaml&dl=1" #ImageNet 1024
   fi
   if [ ! -f "$LOC"/vqgan_imagenet_f16_1024.ckpt ]; then
-    curl -L -o "$LOC"/vqgan_imagenet_f16_1024.ckpt -C - 'https://heibox.uni-heidelberg.de/d/8088892a516d4e3baf92/files/?p=%2Fckpts%2Flast.ckpt&dl=1' #ImageNet 1024
+    curl -L -o "$LOC"/vqgan_imagenet_f16_1024.ckpt -C - "https://heibox.uni-heidelberg.de/d/8088892a516d4e3baf92/files/?p=%2Fckpts%2Flast.ckpt&dl=1" #ImageNet 1024
   fi
 fi
 
 if [ "$IMAGENET_16384" = true ] ; then
   # imagenet_16384 - 980 MB:
   if [ ! -f "$LOC"/vqgan_imagenet_f16_16384.yaml ]; then
-    curl -L -o "$LOC"/vqgan_imagenet_f16_16384.yaml -C - 'https://heibox.uni-heidelberg.de/d/a7530b09fed84f80a887/files/?p=%2Fconfigs%2Fmodel.yaml&dl=1' #ImageNet 16384
+    curl -L -o "$LOC"/vqgan_imagenet_f16_16384.yaml -C - "https://heibox.uni-heidelberg.de/d/a7530b09fed84f80a887/files/?p=%2Fconfigs%2Fmodel.yaml&dl=1" #ImageNet 16384
   fi
   if [ ! -f "$LOC"/vqgan_imagenet_f16_16384.ckpt ]; then
-    curl -L -o "$LOC"/vqgan_imagenet_f16_16384.ckpt -C - 'https://heibox.uni-heidelberg.de/d/a7530b09fed84f80a887/files/?p=%2Fckpts%2Flast.ckpt&dl=1' #ImageNet 16384
+    curl -L -o "$LOC"/vqgan_imagenet_f16_16384.ckpt -C - "https://heibox.uni-heidelberg.de/d/a7530b09fed84f80a887/files/?p=%2Fckpts%2Flast.ckpt&dl=1" #ImageNet 16384
   fi
 fi
 
 if [ "$GUMBEL" = true ] ; then
   # vqgan_gumbel_f8_8192 (was openimages_f16_8192) - 376 MB:
   if [ ! -f "$LOC"/vqgan_gumbel_f8_8192.yaml ]; then
-    curl -L -o "$LOC"/vqgan_gumbel_f8_8192.yaml -C - 'https://heibox.uni-heidelberg.de/d/2e5662443a6b4307b470/files/?p=%2Fconfigs%2Fmodel.yaml&dl=1' 
+    curl -L -o "$LOC"/vqgan_gumbel_f8_8192.yaml -C - "https://heibox.uni-heidelberg.de/d/2e5662443a6b4307b470/files/?p=%2Fconfigs%2Fmodel.yaml&dl=1" 
   fi
   if [ ! -f "$LOC"/vqgan_gumbel_f8_8192.ckpt ]; then
-    curl -L -o "$LOC"/vqgan_gumbel_f8_8192.ckpt -C - 'https://heibox.uni-heidelberg.de/d/2e5662443a6b4307b470/files/?p=%2Fckpts%2Flast.ckpt&dl=1'    
+    curl -L -o "$LOC"/vqgan_gumbel_f8_8192.ckpt -C - "https://heibox.uni-heidelberg.de/d/2e5662443a6b4307b470/files/?p=%2Fckpts%2Flast.ckpt&dl=1"    
   fi
 fi
 
 if [ "$COCO" = true ] ; then
   # coco - 8.4 GB:
   if [ ! -f "$LOC"/coco.yaml ]; then
-    curl -L -o "$LOC"/coco.yaml -C - 'https://dl.nmkd.de/ai/clip/coco/coco.yaml' #COCO
+    curl -L -o "$LOC"/coco.yaml -C - "https://dl.nmkd.de/ai/clip/coco/coco.yaml" #COCO
   fi
   if [ ! -f "$LOC"/coco.ckpt ]; then
-    curl -L -o "$LOC"/coco.ckpt -C - 'https://dl.nmkd.de/ai/clip/coco/coco.ckpt' #COCO
+    curl -L -o "$LOC"/coco.ckpt -C - "https://dl.nmkd.de/ai/clip/coco/coco.ckpt" #COCO
   fi
 fi
   
 if [ "$FACESHQ" = true ] ; then
 # faceshq:
   if [ ! -f "$LOC"/faceshq.yaml ]; then
-    curl -L -o "$LOC"/faceshq.yaml -C - 'https://drive.google.com/uc?export=download&id=1fHwGx_hnBtC8nsq7hesJvs-Klv-P0gzT' #FacesHQ
+    curl -L -o "$LOC"/faceshq.yaml -C - "https://drive.google.com/uc?export=download&id=1fHwGx_hnBtC8nsq7hesJvs-Klv-P0gzT" #FacesHQ
   fi
   if [ ! -f "$LOC"/faceshq.ckpt ]; then
-    curl -L -o "$LOC"/faceshq.ckpt -C - 'https://app.koofr.net/content/links/a04deec9-0c59-4673-8b37-3d696fe63a5d/files/get/last.ckpt?path=%2F2020-11-13T21-41-45_faceshq_transformer%2Fcheckpoints%2Flast.ckpt' #FacesHQ
+    curl -L -o "$LOC"/faceshq.ckpt -C - "https://app.koofr.net/content/links/a04deec9-0c59-4673-8b37-3d696fe63a5d/files/get/last.ckpt?path=%2F2020-11-13T21-41-45_faceshq_transformer%2Fcheckpoints%2Flast.ckpt" #FacesHQ
   fi
 fi
 
@@ -67,45 +67,45 @@ fi
 #if [ "$WIKIART_1024" = true ] ; then   
 #  # wikiart_1024 - 958 MB: 
 #  if [ ! -f "$LOC"/wikiart_1024.yaml ]; then
-#    curl -L -o "$LOC"/wikiart_1024.yaml -C - 'http://mirror.io.community/blob/vqgan/wikiart.yaml' #WikiArt 1024
+#    curl -L -o "$LOC"/wikiart_1024.yaml -C - "http://mirror.io.community/blob/vqgan/wikiart.yaml" #WikiArt 1024
 #  fi
 #  if [ ! -f "$LOC"/wikiart_1024.ckpt ]; then
-#    curl -L -o "$LOC"/wikiart_1024.ckpt -C - 'http://mirror.io.community/blob/vqgan/wikiart.ckpt' #WikiArt 1024
+#    curl -L -o "$LOC"/wikiart_1024.ckpt -C - "http://mirror.io.community/blob/vqgan/wikiart.ckpt" #WikiArt 1024
 #  fi
 #fi
 
 if [ "$WIKIART_16384" = true ] ; then
   #wikiart_16384 - 1 GB: 
   if [ ! -f "$LOC"/wikiart_16384.yaml ]; then
-    curl -L -o "$LOC"/wikiart_16384.yaml -C - 'http://eaidata.bmk.sh/data/Wikiart_16384/wikiart_f16_16384_8145600.yaml' #WikiArt 16384
+    curl -L -o "$LOC"/wikiart_16384.yaml -C - "http://eaidata.bmk.sh/data/Wikiart_16384/wikiart_f16_16384_8145600.yaml" #WikiArt 16384
   fi
   if [ ! -f "$LOC"/wikiart_16384.ckpt ]; then
-    curl -L -o "$LOC"/wikiart_16384.ckpt -C - 'http://eaidata.bmk.sh/data/Wikiart_16384/wikiart_f16_16384_8145600.ckpt' #WikiArt 16384
+    curl -L -o "$LOC"/wikiart_16384.ckpt -C - "http://eaidata.bmk.sh/data/Wikiart_16384/wikiart_f16_16384_8145600.ckpt" #WikiArt 16384
   fi
 fi
 
 if [ "$SFLCKR" = true ] ; then
 # sflckr:
   if [ ! -f "$LOC"/sflckr.yaml ]; then
-    curl -L -o "$LOC"/sflckr.yaml -C - 'https://heibox.uni-heidelberg.de/d/73487ab6e5314cb5adba/files/?p=%2Fconfigs%2F2020-11-09T13-31-51-project.yaml&dl=1' #S-FLCKR
+    curl -L -o "$LOC"/sflckr.yaml -C - "https://heibox.uni-heidelberg.de/d/73487ab6e5314cb5adba/files/?p=%2Fconfigs%2F2020-11-09T13-31-51-project.yaml&dl=1" #S-FLCKR
   fi
   if [ ! -f "$LOC"/sflckr.ckpt ]; then
-    curl -L -o "$LOC"/sflckr.ckpt -C - 'https://heibox.uni-heidelberg.de/d/73487ab6e5314cb5adba/files/?p=%2Fcheckpoints%2Flast.ckpt&dl=1' #S-FLCKR
+    curl -L -o "$LOC"/sflckr.ckpt -C - "https://heibox.uni-heidelberg.de/d/73487ab6e5314cb5adba/files/?p=%2Fcheckpoints%2Flast.ckpt&dl=1" #S-FLCKR
   fi
 fi
 
 # Others:
 
 #ade20k:
-#  curl -L -o ade20k.yaml -C - 'https://static.miraheze.org/intercriaturaswiki/b/bf/Ade20k.txt' #ADE20K
-#  curl -L -o ade20k.ckpt -C - 'https://app.koofr.net/content/links/0f65c2cd-7102-4550-a2bd-07fd383aac9e/files/get/last.ckpt?path=%2F2020-11-20T21-45-44_ade20k_transformer%2Fcheckpoints%2Flast.ckpt' #ADE20K
+#  curl -L -o ade20k.yaml -C - "https://static.miraheze.org/intercriaturaswiki/b/bf/Ade20k.txt" #ADE20K
+#  curl -L -o ade20k.ckpt -C - "https://app.koofr.net/content/links/0f65c2cd-7102-4550-a2bd-07fd383aac9e/files/get/last.ckpt?path=%2F2020-11-20T21-45-44_ade20k_transformer%2Fcheckpoints%2Flast.ckpt" #ADE20K
   
 #ffhq:
-#  curl -L -o ffhq.yaml -C - 'https://app.koofr.net/content/links/0fc005bf-3dca-4079-9d40-cdf38d42cd7a/files/get/2021-04-23T18-19-01-project.yaml?path=%2F2021-04-23T18-19-01_ffhq_transformer%2Fconfigs%2F2021-04-23T18-19-01-project.yaml&force' #FFHQ
-#  curl -L -o ffhq.ckpt -C - 'https://app.koofr.net/content/links/0fc005bf-3dca-4079-9d40-cdf38d42cd7a/files/get/last.ckpt?path=%2F2021-04-23T18-19-01_ffhq_transformer%2Fcheckpoints%2Flast.ckpt&force' #FFHQ
+#  curl -L -o ffhq.yaml -C - "https://app.koofr.net/content/links/0fc005bf-3dca-4079-9d40-cdf38d42cd7a/files/get/2021-04-23T18-19-01-project.yaml?path=%2F2021-04-23T18-19-01_ffhq_transformer%2Fconfigs%2F2021-04-23T18-19-01-project.yaml&force" #FFHQ
+#  curl -L -o ffhq.ckpt -C - "https://app.koofr.net/content/links/0fc005bf-3dca-4079-9d40-cdf38d42cd7a/files/get/last.ckpt?path=%2F2021-04-23T18-19-01_ffhq_transformer%2Fcheckpoints%2Flast.ckpt&force" #FFHQ
   
 #celebahq:
-#  curl -L -o celebahq.yaml -C - 'https://app.koofr.net/content/links/6dddf083-40c8-470a-9360-a9dab2a94e96/files/get/2021-04-23T18-11-19-project.yaml?path=%2F2021-04-23T18-11-19_celebahq_transformer%2Fconfigs%2F2021-04-23T18-11-19-project.yaml&force' #CelebA-HQ
-#  curl -L -o celebahq.ckpt -C - 'https://app.koofr.net/content/links/6dddf083-40c8-470a-9360-a9dab2a94e96/files/get/last.ckpt?path=%2F2021-04-23T18-11-19_celebahq_transformer%2Fcheckpoints%2Flast.ckpt&force' #CelebA-HQ
+#  curl -L -o celebahq.yaml -C - "https://app.koofr.net/content/links/6dddf083-40c8-470a-9360-a9dab2a94e96/files/get/2021-04-23T18-11-19-project.yaml?path=%2F2021-04-23T18-11-19_celebahq_transformer%2Fconfigs%2F2021-04-23T18-11-19-project.yaml&force" #CelebA-HQ
+#  curl -L -o celebahq.ckpt -C - "https://app.koofr.net/content/links/6dddf083-40c8-470a-9360-a9dab2a94e96/files/get/last.ckpt?path=%2F2021-04-23T18-11-19_celebahq_transformer%2Fcheckpoints%2Flast.ckpt&force" #CelebA-HQ
 
 #