diff --git a/data/reference-community.json b/data/reference-community.json
index f748aa6c5..8225f9daf 100644
--- a/data/reference-community.json
+++ b/data/reference-community.json
@@ -92,7 +92,7 @@
   },
   "Z-Image-Turbo MoodyRealMix": {
     "path": "resonantsky/MoodyRealMix-SDNQ-int8-svd-r32",
-    "preview": "resonantsky_MoodyRealMix-SDNQ-int8-svd-r32.jpg",
+    "preview": "resonantsky--MoodyRealMix-SDNQ-int8-svd-r32.jpg",
     "desc": "BF16 native Z-Image-Turbo Diffusers Pipeline custom int8 quantization of Moody Real Mix https://civitai.com/models/621441/moody-real-mix by https://civitai.com/user/catlover1937",
     "skip": true,
     "extras": "sampler: Default, cfg_scale: 1.0, steps: 8",
@@ -102,7 +102,7 @@
   },
     "Diving Z-Image-Turbo": {
     "path": "resonantsky/DivingZImageTurbo-SDNQ-int8-svd-r32",
-    "preview": "resonantsky_DivingZImageTurbo-SDNQ-int8-svd-r32.jpg",
+    "preview": "resonantsky--DivingZImageTurbo-SDNQ-int8-svd-r32.jpg",
     "desc": "BF16 native Z-Image-Turbo Diffusers Pipeline custom int8 quantization of Diving-Z-Image Turbo https://civitai.red/models/2276359/diving-z-image-turbo by https://civitai.red/user/DivingSuit",
     "skip": true,
     "extras": "sampler: Default, cfg_scale: 1.0, steps: 8",
@@ -112,7 +112,7 @@
   },
     "Unstable Revolution Z-Image-Turbo": {
     "path": "resonantsky/unstableRevolution-ZiT-SDNQ-int8-svd-r32",
-    "preview": "resonantsky_unstableRevolution-ZiT-SDNQ-int8-svd-r32.jpg",
+    "preview": "resonantsky--unstableRevolution-ZiT-SDNQ-int8-svd-r32.jpg",
     "desc": "BF16 native Z-Image-Turbo Diffusers Pipeline custom int8 quantization of Unstable Revolution Z-Image-Turbo https://civitai.com/models/2193942/unstable-revolution-zit by https://civitai.com/user/Peli86",
     "skip": true,
     "extras": "sampler: Default, cfg_scale: 1.0, steps: 8",
diff --git a/installer.py b/installer.py
index ff2c88e81..492701fcb 100644
--- a/installer.py
+++ b/installer.py
@@ -744,9 +744,9 @@ def install_ipex():
     args.use_ipex = True # pylint: disable=attribute-defined-outside-init
     log.info('IPEX: Intel OneAPI toolkit detected')
     if args.use_nightly:
-        torch_command = os.environ.get('TORCH_COMMAND', '--upgrade --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/xpu')
+        torch_command = os.environ.get('TORCH_COMMAND', '--upgrade --pre torch torchvision --extra-index-url https://download.pytorch.org/whl/nightly/xpu')
     else:
-        torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.12.0+xpu torchvision==0.27.0+xpu --index-url https://download.pytorch.org/whl/xpu')
+        torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.12.0+xpu torchvision==0.27.0+xpu --extra-index-url https://download.pytorch.org/whl/xpu')
 
     ts('ipex', t_start)
     return torch_command
diff --git a/models/Reference/resonantsky--DivingZImageTurbo-SDNQ-int8-svd-r32.jpg b/models/Reference/resonantsky--DivingZImageTurbo-SDNQ-int8-svd-r32.jpg
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diff --git a/models/Reference/resonantsky--MoodyRealMix-SDNQ-int8-svd-r32.jpg b/models/Reference/resonantsky--MoodyRealMix-SDNQ-int8-svd-r32.jpg
new file mode 100644
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index 000000000..44f6e4f5c
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diff --git a/models/Reference/resonantsky_DivingZImageTurbo-SDNQ-int8-svd-r32.jpg b/models/Reference/resonantsky_DivingZImageTurbo-SDNQ-int8-svd-r32.jpg
deleted file mode 100644
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diff --git a/models/Reference/resonantsky_MoodyRealMix-SDNQ-int8-svd-r32.jpg b/models/Reference/resonantsky_MoodyRealMix-SDNQ-int8-svd-r32.jpg
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diff --git a/models/Reference/resonantsky_unstableRevolution-ZiT-SDNQ-int8-svd-r32.jpg b/models/Reference/resonantsky_unstableRevolution-ZiT-SDNQ-int8-svd-r32.jpg
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