diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7c4cab49a..7572a142d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,7 +5,7 @@
 ### Highlights for 2026-03-23
 
 This release brings massive code refactoring to modernize codebase and removal of some obsolete features. Leaner & Faster!  
-And since its a bit quieter period when it comes to new models, notable additions would be : *FireRed-Image-Edit* *SkyWorks-UniPic-3* and *Anima-Preview-2*  
+And since its a bit quieter period when it comes to new models, notable additions would be : *FireRed-Image-Edit* *SkyWorks-UniPic-3* and new *Anima-Preview*  
 
 If you're on Windows platform, we have a brand new [All-in-one Installer & Launcher](https://github.com/vladmandic/sdnext-launcher): simply download [exe or zip](https://github.com/vladmandic/sdnext-launcher/releases) and done!
 
@@ -62,8 +62,11 @@ But also many smaller quality-of-life improvements - for full details, see [Chan
     instead of being used implicitly via quantization  
   - improve image **metadata** parser for foreign metadata (e.g. XMP)  
 - **Compute**
+  - **ROCm** advanced configuration and tuning, thanks @resonantsky  
+    see *main interface -> scripts -> rocm advanced config*  
   - **ROCm** support for additional AMD GPUs: `gfx103X`, thanks @crashingalexsan  
-  - **Cuda** `torch==2.10` removed support for `rtx1000` series, use following before first startup:  
+  - **Cuda** `torch==2.10` removed support for `rtx1000` series and older GPUs  
+    use following before first startup to force installation of `torch==2.9.1` with `cuda==12.6`:  
     > `set TORCH_COMMAND='torch==2.9.1 torchvision==0.24.1 torchaudio==2.9.1 --index-url https://download.pytorch.org/whl/cu126'`  
 - **UI**
   - new panel: **server info** with detailed runtime informaton  
diff --git a/TODO.md b/TODO.md
index 1f7667751..f20835b9c 100644
--- a/TODO.md
+++ b/TODO.md
@@ -4,7 +4,6 @@
 
 - Implement: `unload_auxiliary_models`
 - Add notes: **Enso**
-- Update: **ROCm**
 - Tips: **Color Grading**
 - Regen: **Localization**
 
@@ -63,6 +62,7 @@ TODO: Investigate which models are diffusers-compatible and prioritize!
 
 ### Image-Edit
 
+- [Bria FIBO-Edit](https://huggingface.co/briaai/Fibo-Edit-RMBG): Fully JSON-based instruction-following image editing framework
 - [Meituan LongCat-Image-Edit-Turbo](https://huggingface.co/meituan-longcat/LongCat-Image-Edit-Turbo):6B instruction-following image editing with high visual consistency
 - [VIBE Image-Edit](https://huggingface.co/iitolstykh/VIBE-Image-Edit): (Sana+Qwen-VL)Fast visual instruction-based image editing framework
 - [LucyEdit](https://github.com/huggingface/diffusers/pull/12340):Instruction-guided video editing while preserving motion and identity
diff --git a/installer.py b/installer.py
index 090bc0748..ac5f9c7e0 100644
--- a/installer.py
+++ b/installer.py
@@ -894,7 +894,7 @@ def check_torch():
             elif torch.version.hip and allow_rocm:
                 torch_info.set(type='rocm', hip=torch.version.hip)
             else:
-                log.warning('Unknown Torch backend')
+                log.warning('Torch backend: cannot detect type')
             log.info(f"Torch backend: {torch_info}")
             for device in [torch.cuda.device(i) for i in range(torch.cuda.device_count())]:
                 gpu = {