Update README.md

README.md

@@ -39,12 +39,12 @@ dpm++ sde, 16-24 steps, cfg 3.5-7, shift 4
 
 ## How was it trained
 
-Lr: variable LR per block group, from 3e-6 to 5e-6, from early to late.
-Adapter: frozen.
-Loss: L2, with some modifications for rare aspect ratio buckets and depth.
-Schedule: Logit-Normal -0.2 1.5(or was it 1.5 -0.2...)(Bluvoll's schedule) with shift 4 and normal tail sampling modification. (Tldr, all that fixes lack of front in default logit normal and normalizes amount of sampling at the very late timesteps, without making them overbearing at high shift.)
+Lr: variable LR per block group, from 3e-6 to 5e-6, from early to late.  
+Adapter: frozen.  
+Loss: L2, with some modifications for rare aspect ratio buckets and depth.  
+Schedule: Logit-Normal -0.2 1.5(or was it 1.5 -0.2...)(Bluvoll's schedule) with shift 4 and normal tail sampling modification. (Tldr, all that fixes lack of front in default logit normal and normalizes amount of sampling at the very late timesteps, without making them overbearing at high shift.)  
 
-Captions: tags only. (you won't make me suffer through captioning 12k images with gemma 4 31b or qwen 3.6 27b locally for NL counterpart)
+Captions: tags only. (you won't make me suffer through captioning 12k images with gemma 4 31b or qwen 3.6 27b locally for NL counterpart)  
 
 ## Examples
 Anima base 1.0 on left, this fintune on right.