diff --git a/CHANGELOG.md b/CHANGELOG.md
index 576f075b9..90351e7f4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,10 +2,15 @@
 
 ## Update for 2025-07-31
 
+- **Models**  
+  - [FLUX.1-Krea-Dev](https://www.krea.ai/blog/flux-krea-open-source-release)  
+    new 12B base model compatible with FLUX.1-Dev from Black Forest Labs with opinionated aesthetics and aesthetic preferences in mind  
+    simply select in *networks -> models -> reference*  
 - **Feature**  
-  - Wan select which stage to run: *first/second/both* with configurable *boundary ration* when running both stages  
+  - **Wan** select which stage to run: *first/second/both* with configurable *boundary ration* when running both stages  
     in settings -> model options  
   - prompt parser allow explict `BOS` and `EOS` tokens in prompt  
+  - **Nunchaku** support for *FLUX.1-Fill* and *FLUX.1-Depth* models  
 - **UI**  
   - new embedded docs/wiki search!  
     **Docs** search: fully-local and works in real-time on all document pages  
diff --git a/extensions-builtin/sd-extension-chainner b/extensions-builtin/sd-extension-chainner
index 716b1ee7d..3e0108fed 160000
--- a/extensions-builtin/sd-extension-chainner
+++ b/extensions-builtin/sd-extension-chainner
@@ -1 +1 @@
-Subproject commit 716b1ee7dc8042ba2a62460425930cf3ab472919
+Subproject commit 3e0108fedbec300f72c3ca6e06236419d45eb660
diff --git a/html/reference.json b/html/reference.json
index 8504f822d..77f32fc31 100644
--- a/html/reference.json
+++ b/html/reference.json
@@ -165,6 +165,13 @@
     "skip": true,
     "extras": "sampler: Default, cfg_scale: 3.5"
   },
+  "Black Forest Labs FLUX.1 Krea Dev": {
+    "path": "black-forest-labs/FLUX.1-Krea-dev",
+    "preview": "black-forest-labs--FLUX.1-Krea-dev.jpg",
+    "desc": "FLUX.1 Krea [dev] is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions.",
+    "skip": true,
+    "extras": "sampler: Default, cfg_scale: 4.5"
+  },
 
   "lodestones Chroma": {
     "path": "lodestones/Chroma",
diff --git a/models/Reference/black-forest-labs--FLUX.1-Krea-dev.jpg b/models/Reference/black-forest-labs--FLUX.1-Krea-dev.jpg
new file mode 100644
index 000000000..0c227e3c9
Binary files /dev/null and b/models/Reference/black-forest-labs--FLUX.1-Krea-dev.jpg differ
diff --git a/pipelines/model_flux.py b/pipelines/model_flux.py
index b816c5703..dd113a0d4 100644
--- a/pipelines/model_flux.py
+++ b/pipelines/model_flux.py
@@ -118,12 +118,16 @@ def load_quants(kwargs, repo_id, cache_dir, allow_quant): # pylint: disable=unus
             import nunchaku
             nunchaku_precision = nunchaku.utils.get_precision()
             nunchaku_repo = None
-            if 'kontext' in repo_id.lower():
+            if 'flux.1-kontext' in repo_id.lower():
                 nunchaku_repo = f"mit-han-lab/nunchaku-flux.1-kontext-dev/svdq-{nunchaku_precision}_r32-flux.1-kontext-dev.safetensors"
-            elif 'dev' in repo_id.lower():
+            elif 'flux.1-dev' in repo_id.lower():
                 nunchaku_repo = f"mit-han-lab/nunchaku-flux.1-dev/svdq-{nunchaku_precision}_r32-flux.1-dev.safetensors"
-            elif 'schnell' in repo_id.lower():
+            elif 'flux.1-schnell' in repo_id.lower():
                 nunchaku_repo = f"mit-han-lab/nunchaku-flux.1-schnell/svdq-{nunchaku_precision}_r32-flux.1-schnell.safetensors"
+            elif 'flux.1-fill' in repo_id.lower():
+                nunchaku_repo = f"mit-han-lab/svdq-fp4-flux.1-fill-dev/svdq-{nunchaku_precision}_r32-flux.1-schnell.safetensors"
+            elif 'flux.1-depth' in repo_id.lower():
+                nunchaku_repo = f"mit-han-lab/svdq-int4-flux.1-depth-dev/svdq-{nunchaku_precision}_r32-flux.1-schnell.safetensors"
             elif 'shuttle' in repo_id.lower():
                 nunchaku_repo = f"mit-han-lab/nunchaku-shuttle-jaguar/svdq-{nunchaku_precision}_r32-shuttle-jaguar.safetensors"
             else:
diff --git a/wiki b/wiki
index 906fb43c5..ffd35365c 160000
--- a/wiki
+++ b/wiki
@@ -1 +1 @@
-Subproject commit 906fb43c528af396fe3dd3da3d556f2aa39f5f44
+Subproject commit ffd35365c38ebb8e5dbede4d41207cef5c0f96d5