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@@ -42,16 +42,15 @@ for example modify the source.pth and output.safetensors on the last line in the
 
 ## Radiance Model
 
-Download a checkpoint from here https://huggingface.co/lodestones/chroma-debug-development-only/tree/main/radiance then convert it with convertpth.py. Put it in your stable diffusion subfolder. Use the radiance model in the chroma tab of the gui without a vae. It will be automatically detected. Use the same T5 you normally use. Needs 18gb vram atm, gonna work on getting offloading working better.  
+Download a checkpoint from here https://huggingface.co/lodestones/chroma-debug-development-only/tree/main/radiance then convert it with convertpth.py. Put it in your stable diffusion subfolder. Use the radiance model in the chroma tab of the gui without a vae. It will be automatically detected. Use the same T5 you normally use.  
 
-Training: https://github.com/lodestone-rock/flow/  
-          https://github.com/kohya-ss/sd-scripts/tree/sd3  
+Training: https://github.com/lodestone-rock/flow/  https://github.com/kohya-ss/sd-scripts/tree/sd3  
 Donate to Lodestone (training is bookoo expensive and crowdfunded): https://ko-fi.com/lodestonerock  
 Discord: http://discord.gg/SQVcWVbqKx  
 
 ## Changlog  
 8/29/2025  
-    Fixed previews w/ radiance chroma models, fixed memory management and offloading mechanisms for radiance.  
+    Fixed previews w/ radiance chroma models, fixed memory management and offloading mechanisms for radiance somewhat, the memory management deffinately needs some more work.  
 8/28/2025  
     Added initial support for the radiance model class.  
 7/13/2025