Update README.md

README.md

@@ -16,50 +16,50 @@ Apply Anima ControlNet-LLLite parameters:
 Control image example: (Use basic colors as region)
 ![rgthree.compare._temp_fobmy_00002_](https://cdn-uploads.huggingface.co/production/uploads/68794279700df7682fb2a81f/ahsOihVAw8QLXDtwCwRzf.png)
 
-Prompt: (kinda works)
-  base prompt
-  region color: region prompt
+Prompt: (kinda works)  
+  base prompt  
+  region color: region prompt  
 
 ## Training Parameters:
 
-caption_extension: .txt
-shuffle_caption: false
-resolution: 1024
-batch_size: 1
-enable_bucket: true
-bucket_no_upscale: true
-bucket_reso_steps: 16
-min_bucket_reso: 64
-max_bucket_reso: 1536
-num_repeats: 2
+caption_extension: .txt  
+shuffle_caption: false  
+resolution: 1024  
+batch_size: 1  
+enable_bucket: true  
+bucket_no_upscale: true  
+bucket_reso_steps: 16  
+min_bucket_reso: 64  
+max_bucket_reso: 1536  
+num_repeats: 2  
 
-580 image/control/caption pairs
-580 * 2 repeats = 1160 steps per epoch
-8 epochs = 9280 total steps
+580 image/control/caption pairs  
+580 * 2 repeats = 1160 steps per epoch  
+8 epochs = 9280 total steps  
 
-learning_rate: 3e-4
-max_train_epochs: 8
-seed: 42
-optimizer: AdamW8bit
-lr_scheduler: constant
-mixed_precision: bf16
-save_precision: bf16
-save_model_as: safetensors
-save_every_n_epochs: 1
-gradient_checkpointing: enabled
-cache_latents_to_disk: enabled
-cache_text_encoder_outputs_to_disk: enabled
-vae_chunk_size: 64
-vae_disable_cache: enabled
+learning_rate: 3e-4  
+max_train_epochs: 8  
+seed: 42  
+optimizer: AdamW8bit  
+lr_scheduler: constant  
+mixed_precision: bf16  
+save_precision: bf16  
+save_model_as: safetensors  
+save_every_n_epochs: 1  
+gradient_checkpointing: enabled  
+cache_latents_to_disk: enabled  
+cache_text_encoder_outputs_to_disk: enabled  
+vae_chunk_size: 64  
+vae_disable_cache: enabled  
 
-timestep_sampling: shift
-discrete_flow_shift: 3.0
-attn_mode: torch
+timestep_sampling: shift  
+discrete_flow_shift: 3.0  
+attn_mode: torch  
 
-cond_emb_dim: 32
-lllite_cond_dim: 64
-lllite_mlp_dim: 64
-lllite_target_layers: self_attn_qkv
-lllite_cond_resblocks: 4
-lllite_use_aspp: enabled
-caption_dropout_rate: 0.15
+cond_emb_dim: 32  
+lllite_cond_dim: 64  
+lllite_mlp_dim: 64  
+lllite_target_layers: self_attn_qkv  
+lllite_cond_resblocks: 4  
+lllite_use_aspp: enabled  
+caption_dropout_rate: 0.15