feat: upload simple_vector lora model

simple_vector_config/config_file.toml

@@ -0,0 +1,58 @@
+[model_arguments]
+v2 = false
+v_parameterization = false
+pretrained_model_name_or_path = "/content/pretrained_model/anyloraCheckpoint_novaeFp16Pruned.ckpt"
+
+[additional_network_arguments]
+no_metadata = false
+unet_lr = 0.0001
+text_encoder_lr = 5e-5
+network_module = "lycoris.kohya"
+network_dim = 16
+network_alpha = 8
+network_args = [ "conv_dim=8", "conv_alpha=1", "algo=lora",]
+network_train_unet_only = false
+network_train_text_encoder_only = false
+
+[optimizer_arguments]
+optimizer_type = "AdamW8bit"
+learning_rate = 0.0001
+max_grad_norm = 1.0
+lr_scheduler = "constant_with_warmup"
+lr_warmup_steps = 0
+
+[dataset_arguments]
+cache_latents = true
+debug_dataset = false
+
+[training_arguments]
+output_dir = "/content/LoRA/output"
+output_name = "simple_vector"
+save_precision = "fp16"
+save_every_n_epochs = 1
+train_batch_size = 6
+max_token_length = 225
+mem_eff_attn = false
+xformers = true
+max_train_epochs = 25
+max_data_loader_n_workers = 8
+persistent_data_loader_workers = true
+seed = 123
+gradient_checkpointing = false
+gradient_accumulation_steps = 1
+mixed_precision = "fp16"
+clip_skip = 2
+logging_dir = "/content/LoRA/logs"
+log_prefix = "simple_vector"
+noise_offset = 0.1
+lowram = true
+
+[sample_prompt_arguments]
+sample_every_n_epochs = 1
+sample_sampler = "ddim"
+
+[dreambooth_arguments]
+prior_loss_weight = 1.0
+
+[saving_arguments]
+save_model_as = "safetensors"

simple_vector_config/dataset_config.toml

@@ -0,0 +1,28 @@
+[[datasets]]
+resolution = 512
+min_bucket_reso = 256
+max_bucket_reso = 1024
+caption_dropout_rate = 0
+caption_tag_dropout_rate = 0
+caption_dropout_every_n_epochs = 0
+flip_aug = false
+color_aug = false
+[[datasets.subsets]]
+image_dir = "/content/LoRA/train_data"
+class_tokens = "mksks style"
+num_repeats = 10
+
+[[datasets.subsets]]
+is_reg = true
+image_dir = "/content/LoRA/reg_data"
+class_tokens = "style"
+num_repeats = 1
+
+
+[general]
+enable_bucket = true
+caption_extension = ".txt"
+shuffle_caption = true
+keep_tokens = 0
+bucket_reso_steps = 64
+bucket_no_upscale = false

simple_vector_config/sample_prompt.txt

@@ -0,0 +1,2 @@
+
+ eric face, short curly hair style, big fat, solo, smile, short hair, simple background, shirt, black hair, 1boy, white background, standing, full body, short sleeves, male focus, shoes, pants, dark skin, black footwear, black eyes, black shirt, dark-skinned male, hand in pocket, blue pants, flat color  --n lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry   --w 512   --h 768   --l 7   --s 28