diff --git a/data/reference-community.json b/data/reference-community.json
index bc9642c60..dc75e4410 100644
--- a/data/reference-community.json
+++ b/data/reference-community.json
@@ -131,9 +131,16 @@
   },
   "Anima": {
     "path": "CalamitousFelicitousness/Anima-sdnext-diffusers",
-    "preview": "CalamitousFelicitousness--Anima-sdnext-diffusers.png",
+    "preview": "CalamitousFelicitousness--Anima-sdnext-diffusers.jpg",
     "desc": "Modified Cosmos-Predict-2B that replaces the T5-11B text encoder with Qwen3-0.6B. Anima is a 2 billion parameter text-to-image model created via a collaboration between CircleStone Labs and Comfy Org. It is focused mainly on anime concepts, characters, and styles, but is also capable of generating a wide variety of other non-photorealistic content. The model is designed for making illustrations and artistic images, and will not work well at realism.",
     "tags": "community",
     "skip": true
+  },
+  "FireRed Image Edit": {
+    "path": "FireRedTeam/FireRed-Image-Edit-1.0",
+    "preview": "FireRedTeam--FireRed-Image-Edit-1.0.jpg",
+    "desc": "FireRed-Image-Edit is a general-purpose image editing model that delivers high-fidelity and consistent editing across a wide range of scenarios. FireRed is a a fine-tune of Qwen-Image-Edit.",
+    "tags": "community",
+    "skip": true
   }
 }
diff --git a/installer.py b/installer.py
index cc2031ea0..86fce1331 100644
--- a/installer.py
+++ b/installer.py
@@ -688,7 +688,7 @@ def check_diffusers():
     t_start = time.time()
     if args.skip_all:
         return
-    target_commit = '6141ae2348c1af14836ac076bf089a0259daa340' # diffusers commit hash
+    target_commit = 'bcbbded7c3fc873343a7c8f8a63d91d5c727a4a3' # diffusers commit hash
     # if args.use_rocm or args.use_zluda or args.use_directml:
     #     sha = '043ab2520f6a19fce78e6e060a68dbc947edb9f9' # lock diffusers versions for now
     pkg = pkg_resources.working_set.by_key.get('diffusers', None)
diff --git a/models/Reference/CalamitousFelicitousness--Anima-sdnext-diffusers.jpg b/models/Reference/CalamitousFelicitousness--Anima-sdnext-diffusers.jpg
new file mode 100644
index 000000000..bff790fe7
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diff --git a/models/Reference/CalamitousFelicitousness--Anima-sdnext-diffusers.png b/models/Reference/CalamitousFelicitousness--Anima-sdnext-diffusers.png
deleted file mode 100755
index 70dfa2682..000000000
Binary files a/models/Reference/CalamitousFelicitousness--Anima-sdnext-diffusers.png and /dev/null differ
diff --git a/models/Reference/Qwen-Image-13B.jpg b/models/Reference/Qwen-Image-13B.jpg
index 9198264fd..1a7c77cc4 100644
Binary files a/models/Reference/Qwen-Image-13B.jpg and b/models/Reference/Qwen-Image-13B.jpg differ
diff --git a/models/Reference/fal--AuraFlow-v0.3.jpg b/models/Reference/fal--AuraFlow-v0.3.jpg
index beff71e97..d1e04df63 100644
Binary files a/models/Reference/fal--AuraFlow-v0.3.jpg and b/models/Reference/fal--AuraFlow-v0.3.jpg differ
diff --git a/models/Reference/kandinsky-community--kandinsky-2-1.jpg b/models/Reference/kandinsky-community--kandinsky-2-1.jpg
index bebbd6379..d71924289 100644
Binary files a/models/Reference/kandinsky-community--kandinsky-2-1.jpg and b/models/Reference/kandinsky-community--kandinsky-2-1.jpg differ
diff --git a/models/Reference/lodestones--Chroma1-Base.jpg b/models/Reference/lodestones--Chroma1-Base.jpg
index 1c32cfffd..2e2ea7699 100644
Binary files a/models/Reference/lodestones--Chroma1-Base.jpg and b/models/Reference/lodestones--Chroma1-Base.jpg differ
diff --git a/models/Reference/lodestones--Chroma1-Flash.jpg b/models/Reference/lodestones--Chroma1-Flash.jpg
index 4021fc0be..abc29cd40 100644
Binary files a/models/Reference/lodestones--Chroma1-Flash.jpg and b/models/Reference/lodestones--Chroma1-Flash.jpg differ
diff --git a/models/Reference/nvidia--Cosmos-Predict2-14B-Text2Image.jpg b/models/Reference/nvidia--Cosmos-Predict2-14B-Text2Image.jpg
index 856cb9608..6fc1ace81 100644
Binary files a/models/Reference/nvidia--Cosmos-Predict2-14B-Text2Image.jpg and b/models/Reference/nvidia--Cosmos-Predict2-14B-Text2Image.jpg differ
diff --git a/models/Reference/playgroundai--playground-v2-1024px-aesthetic.jpg b/models/Reference/playgroundai--playground-v2-1024px-aesthetic.jpg
index c29a3cbd4..7760fa3fa 100644
Binary files a/models/Reference/playgroundai--playground-v2-1024px-aesthetic.jpg and b/models/Reference/playgroundai--playground-v2-1024px-aesthetic.jpg differ
diff --git a/models/Reference/vladmandic--chroma-unlocked-v50-annealed.jpg b/models/Reference/vladmandic--chroma-unlocked-v50-annealed.jpg
index 872fb78b9..d53f76689 100644
Binary files a/models/Reference/vladmandic--chroma-unlocked-v50-annealed.jpg and b/models/Reference/vladmandic--chroma-unlocked-v50-annealed.jpg differ
diff --git a/models/Reference/zai-org--GLM-Image.jpg b/models/Reference/zai-org--GLM-Image.jpg
index 526e50338..63b58b5d1 100644
Binary files a/models/Reference/zai-org--GLM-Image.jpg and b/models/Reference/zai-org--GLM-Image.jpg differ
diff --git a/modules/sd_detect.py b/modules/sd_detect.py
index 53a6cccf9..d1f584502 100644
--- a/modules/sd_detect.py
+++ b/modules/sd_detect.py
@@ -115,7 +115,7 @@ def guess_by_name(fn, current_guess):
         new_guess = 'ChronoEdit'
     elif 'bria' in fn.lower():
         new_guess = 'Bria'
-    elif 'qwen' in fn.lower():
+    elif 'qwen' in fn.lower() or 'firered' in fn.lower():
         new_guess = 'Qwen'
     elif 'nextstep' in fn.lower():
         new_guess = 'NextStep'
diff --git a/wiki b/wiki
index 8afa5d9c7..98f878680 160000
--- a/wiki
+++ b/wiki
@@ -1 +1 @@
-Subproject commit 8afa5d9c71b06d3cd7b81e8f6099d0d88e021c05
+Subproject commit 98f878680440272626dccb44a061ff785209cdbe