diff --git a/CHANGELOG.md b/CHANGELOG.md
index 72cf151c0..edf341fdc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,13 +5,13 @@
 - **Models**
   - [Tencent HunyuanImage 2.1](https://huggingface.co/tencent/HunyuanImage-2.1) in *full*, *distilled* and *refiner* variants  
     HunyuanImage-2.1 is a large (51GB) T2I model capable of natively generating 2K images and uses Qwen2.5 + T5 text-encoders and 32x VAE  
-  - **Reference** networks section is now split into actual *Base* models plus:  
-    - **Distilled**: distilled variants of base models  
-      examples: *Turbo, Lightning, Lite, SRPO, Distill, Pruning, etc.*  
-    - **Quantized**: pre-quantized variants of the base models using SDNQ-SVD quantization for optimal quality and smallest possible resource usage  
-      examples: *FLUX.1-Dev/Krea/Kontext, Qwen-Image/Edit/2509, Chroma1-HD, WAN-2.2-A44B, etc.*  
-    - **Community**: community highlights  
-      examples: *Tempest, Juggernaut, Illustrious, Pony, NoobAI, etc.*  
+- **Reference** networks section is now split into actual *Base* models plus:  
+  - **Quantized**: pre-quantized variants of the base models using SDNQ-SVD quantization for optimal quality and smallest possible resource usage  
+    examples: *FLUX.1-Dev/Krea/Kontext/Schnell, Qwen-Image/Edit/2509, Chroma1-HD, WAN-2.2-A44B, etc.*  
+  - **Distilled**: distilled variants of base models  
+    examples: *Turbo, Lightning, Lite, SRPO, Distill, Pruning, etc.*  
+  - **Community**: community highlights  
+    examples: *Tempest, Juggernaut, Illustrious, Pony, NoobAI, etc.*  
 - **Features**
   - **offline mode**: enable in *settings -> hugginface*  
     enables fully offline mode where previously downloaded models can be used as-is  
@@ -20,7 +20,7 @@
   - switch to `torch==2.9` for *ipex, rocm and openvino*  
   - switch to `rocm==7.0` for nightlies  
 - **Quantization**
-  - improved SDNQ SVD and low-bit matmul performance  
+  - improved **SDNQ SVD** and low-bit matmul performance  
 - **Other**
   - change default **schedulers** for sdxl  
   - warn on `python==3.9` end-of-life and `python==3.10` not actively supported  
@@ -43,6 +43,7 @@
   - lora disable fuse on partially applied network  
   - fix networks display with extended characters, thanks @awsr  
   - installer handle different `opencv` package variants  
+  - fix using pre-quantized shared-t5  
 
 ## Update for 2025-10-18
 
diff --git a/html/reference.json b/html/reference.json
index 29ab30ee0..53d4c2db3 100644
--- a/html/reference.json
+++ b/html/reference.json
@@ -916,6 +916,16 @@
     "date": "2025 October",
     "extras": ""
   },
+  "FLUX.1-Schnell sdnq-svd-uint4": {
+    "path": "Disty0/FLUX.1-schnell-SDNQ-uint4-svd-r32",
+    "preview": "Disty0--FLUX.1-dev-SDNQ-uint4-svd-r32.jpg",
+    "desc": "Quantization of black-forest-labs/FLUX.1-schnell using SDNQ: sdnq-svd 4-bit uint with svd rank 32",
+    "skip": true,
+    "tags": "quantized",
+    "size": 12.60,
+    "date": "2025 October",
+    "extras": ""
+  },
   "FLUX.1-Dev Krea sdnq-svd-uint4": {
     "path": "Disty0/FLUX.1-Krea-dev-SDNQ-uint4-svd-r32",
     "preview": "Disty0--FLUX.1-dev-SDNQ-uint4-svd-r32.jpg",