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@@ -33,3 +33,36 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/1.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/10.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/11.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/12.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/13.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/14.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/15.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/2.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/3.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/4.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/5.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/6.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/7.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/8.png filter=lfs diff=lfs merge=lfs -text
+img/100_Lena[[:space:]]person/9.png filter=lfs diff=lfs merge=lfs -text
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config_lora-20250602-145848.toml

@@ -0,0 +1,48 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 512
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "DAdaptAdam"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = [ 4.5e-5, 4.5e-5,]
+train_batch_size = 1
+train_data_dir = "/workspace/kohya_ss/dataset/images"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-145929.toml

@@ -0,0 +1,48 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 512
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "DAdaptAdam"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = [ 4.5e-5, 4.5e-5,]
+train_batch_size = 1
+train_data_dir = "/workspace/kohya_ss/img/40_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-150005.toml

@@ -0,0 +1,48 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 512
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "DAdaptAdam"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = [ 4.5e-5, 4.5e-5,]
+train_batch_size = 1
+train_data_dir = "/workspace/kohya_ss/img/40_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-150102.toml

@@ -0,0 +1,48 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 512
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = [ 4.5e-5, 4.5e-5,]
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/40_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-150232.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img/40_Lena"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-150344.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img/40_Lena"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-150626.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img/40_Lena/"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-150707.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "stabilityai/stable-diffusion-xl-base-1.0"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img/40_Lena"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-151250.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img/10_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-151500.toml

@@ -0,0 +1,50 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-151638.toml

@@ -0,0 +1,50 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-151841.toml

@@ -0,0 +1,50 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-152328.toml

@@ -0,0 +1,51 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "cosine"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+lr_warmup_steps = 0.1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-152659.toml

@@ -0,0 +1,51 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "cosine"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+lr_warmup_steps = 0.1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-152748.toml

@@ -0,0 +1,51 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "cosine"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+lr_warmup_steps = 0.1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person/images"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-152812.toml

@@ -0,0 +1,50 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person/images"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-152843.toml

@@ -0,0 +1,51 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "stabilityai/stable-diffusion-2-base"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img/10_Lena person/images"
+unet_lr = 0.0001
+v2 = true
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-153053.toml

@@ -0,0 +1,51 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_epochs = 10
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "stabilityai/stable-diffusion-2-base"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "/workspace/kohya_ss/img"
+unet_lr = 0.0001
+v2 = true
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-153250.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-153310.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-153339.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "coreml-community/coreml-RealismEngineSDXL-v10_SDXL_8bit"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-153522.toml

@@ -0,0 +1,49 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "AdamW8bit"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "stabilityai/stable-diffusion-xl-base-1.0"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "fp16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

config_lora-20250602-155358.toml

@@ -0,0 +1,51 @@
+bucket_no_upscale = true
+bucket_reso_steps = 64
+cache_latents = true
+caption_extension = ".txt"
+clip_skip = 1
+dynamo_backend = "no"
+enable_bucket = true
+epoch = 1
+gradient_accumulation_steps = 1
+huber_c = 0.1
+huber_scale = 1
+huber_schedule = "snr"
+loss_type = "l2"
+lr_scheduler = "constant"
+lr_scheduler_args = []
+lr_scheduler_num_cycles = 1
+lr_scheduler_power = 1
+max_bucket_reso = 2048
+max_data_loader_n_workers = 0
+max_grad_norm = 1
+max_timestep = 1000
+max_token_length = 75
+max_train_steps = 1600
+min_bucket_reso = 64
+mixed_precision = "fp16"
+network_alpha = 16
+network_args = []
+network_dim = 32
+network_module = "networks.lora"
+network_train_unet_only = true
+noise_offset_type = "Original"
+optimizer_args = []
+optimizer_type = "DAdaptAdam"
+output_dir = "/workspace/kohya_ss/outputs"
+output_name = "last"
+pretrained_model_name_or_path = "stabilityai/stable-diffusion-xl-base-1.0"
+prior_loss_weight = 1
+resolution = "512,512"
+sample_every_n_epochs = 1
+sample_every_n_steps = 5
+sample_prompts = "/workspace/kohya_ss/outputs/sample/prompt.txt"
+sample_sampler = "euler_a"
+save_every_n_epochs = 1
+save_model_as = "safetensors"
+save_precision = "bf16"
+text_encoder_lr = []
+train_batch_size = 4
+train_data_dir = "./img"
+unet_lr = 0.0001
+wandb_run_name = "last"
+xformers = true

img/100_Lena person/1.txt

@@ -0,0 +1 @@
+1girl, solo, long hair, breasts, looking at viewer, smile, brown hair, navel, holding, cleavage, brown eyes, medium breasts, sitting, closed mouth, underwear, collarbone, outdoors, day, water, bra, tree, lips, phone, cellphone, nature, smartphone, reflection, holding phone, sports bra, realistic, selfie, river, lake

img/100_Lena person/10.txt

@@ -0,0 +1 @@
+1girl, solo, long hair, breasts, looking at viewer, brown hair, cleavage, brown eyes, medium breasts, underwear, collarbone, upper body, bra, mole, lips, freckles, mole on breast, realistic, pink bra

img/100_Lena person/11.txt

@@ -0,0 +1 @@
+1girl, solo, long hair, breasts, looking at viewer, brown hair, navel, holding, medium breasts, sitting, closed mouth, nipples, green eyes, collarbone, nude, small breasts, indoors, mole, lips, fingernails, chair, phone, piercing, cellphone, tan, smartphone, freckles, tanlines, holding phone, realistic, selfie, office chair

img/100_Lena person/12.txt

@@ -0,0 +1 @@
+1girl, solo, long hair, breasts, looking at viewer, brown hair, black hair, navel, cleavage, brown eyes, medium breasts, collarbone, upper body, outdoors, sky, day, midriff, mole, covered nipples, tree, lips, crop top, tank top, ground vehicle, building, motor vehicle, freckles, mole on breast, city, realistic, car, road, street

img/100_Lena person/13.txt

@@ -0,0 +1 @@
+long hair, breasts, looking at viewer, multiple girls, black hair, 1boy, brown eyes, jewelry, sitting, solo focus, day, midriff, indoors, necklace, mole, cup, lips, chair, table, realistic, coffee, cafe

img/100_Lena person/14.txt

@@ -0,0 +1 @@
+1girl, solo, long hair, breasts, looking at viewer, brown hair, navel, holding, brown eyes, medium breasts, sitting, closed mouth, nipples, small breasts, shorts, indoors, stomach, clothes lift, lips, short shorts, no bra, arm support, shirt lift, phone, cellphone, tank top, smartphone, holding phone, realistic, nose, selfie, camouflage, barcode

img/100_Lena person/15.txt

@@ -0,0 +1 @@
+1girl, solo, long hair, looking at viewer, smile, simple background, brown hair, black hair, green eyes, parted lips, teeth, lips, eyelashes, portrait, close-up, freckles, realistic, nose

img/100_Lena person/2.txt

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+1girl, solo, long hair, breasts, looking at viewer, smile, brown hair, navel, holding, cleavage, brown eyes, medium breasts, sitting, closed mouth, underwear, collarbone, outdoors, day, water, bra, tree, lips, phone, cellphone, nature, smartphone, reflection, holding phone, sports bra, realistic, selfie, river, lake

img/100_Lena person/3.txt

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+1girl, solo, long hair, breasts, looking at viewer, smile, brown hair, navel, brown eyes, underwear, panties, indoors, bra, mole, flat chest, covered nipples, lips, pillow, bed, on bed, sports bra, realistic, dirty

img/100_Lena person/4.txt

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+1girl, solo, long hair, breasts, looking at viewer, smile, brown hair, navel, holding, brown eyes, sitting, closed mouth, underwear, panties, small breasts, indoors, bra, lips, phone, cellphone, smartphone, holding phone, sports bra, realistic, nose, selfie, brand name imitation, grey panties

img/100_Lena person/5.txt

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+1girl, solo, long hair, breasts, looking at viewer, brown hair, holding, brown eyes, sitting, closed mouth, collarbone, small breasts, indoors, bra, mole, flat chest, covered nipples, lips, bed, phone, cellphone, smartphone, holding phone, sports bra, sportswear, realistic, nose, selfie, blue bra

img/100_Lena person/6.txt

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+1girl, solo, long hair, breasts, looking at viewer, brown hair, black hair, navel, brown eyes, sitting, underwear, collarbone, panties, small breasts, indoors, bra, flat chest, covered nipples, lips, pillow, bed, piercing, thick eyebrows, blue panties, sports bra, realistic, nose, lamp, blue bra, navel piercing, aqua panties

img/100_Lena person/7.txt

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+1girl, solo, long hair, breasts, looking at viewer, smile, brown hair, black hair, navel, holding, brown eyes, underwear, panties, small breasts, indoors, bra, white panties, covered nipples, lips, phone, underwear only, cellphone, smartphone, white bra, holding phone, sports bra, realistic, nose, selfie