feat: upload simplevectorV2 lora model

simplevectorV2_config/config_file.toml

@@ -0,0 +1,62 @@
+[model_arguments]
+v2 = false
+v_parameterization = false
+pretrained_model_name_or_path = "/content/pretrained_model/AnyLoRA_noVae_fp16-pruned.ckpt"
+
+[additional_network_arguments]
+no_metadata = false
+unet_lr = 0.0001
+text_encoder_lr = 5e-5
+network_module = "networks.lora"
+network_dim = 16
+network_alpha = 8
+network_args = [ "conv_dim=8", "conv_alpha=1",]
+network_train_unet_only = false
+network_train_text_encoder_only = false
+
+[optimizer_arguments]
+min_snr_gamma = 5.0
+optimizer_type = "AdamW8bit"
+learning_rate = 0.0001
+max_grad_norm = 1.0
+optimizer_args = []
+lr_scheduler = "constant_with_warmup"
+lr_warmup_steps = 135
+
+[dataset_arguments]
+cache_latents = true
+cache_latents_to_disk = true
+debug_dataset = false
+vae_batch_size = 4
+
+[training_arguments]
+output_dir = "/content/LoRA/output"
+output_name = "simplevectorV2"
+save_precision = "fp16"
+save_every_n_epochs = 1
+train_batch_size = 2
+max_token_length = 225
+mem_eff_attn = false
+xformers = true
+max_train_epochs = 10
+max_data_loader_n_workers = 8
+persistent_data_loader_workers = true
+gradient_accumulation_steps = 1
+mixed_precision = "fp16"
+clip_skip = 2
+lowram = true
+
+[logging_arguments]
+log_with = "tensorboard"
+logging_dir = "/content/LoRA/logs"
+log_prefix = "simplevectorV2"
+
+[sample_prompt_arguments]
+sample_every_n_epochs = 1
+sample_sampler = "k_dpm_2_a"
+
+[dreambooth_arguments]
+prior_loss_weight = 1.0
+
+[saving_arguments]
+save_model_as = "safetensors"

simplevectorV2_config/dataset_config.toml

@@ -0,0 +1,15 @@
+[[datasets]]
+resolution = 512
+min_bucket_reso = 256
+max_bucket_reso = 1024
+flip_aug = false
+[[datasets.subsets]]
+image_dir = "/content/LoRA/train_data"
+num_repeats = 20
+
+
+[general]
+enable_bucket = true
+caption_extension = ".txt"
+shuffle_caption = true
+keep_tokens = 0

simplevectorV2_config/sample_prompt.toml

@@ -0,0 +1,12 @@
+[prompt]
+negative_prompt = "(worst quality, low quality:1.4), "
+width = 512
+height = 768
+scale = 7
+sample_steps = 28
+[[prompt.subset]]
+prompt = "masterpiece, best quality, vector, solo, smile, short hair, simple background, shirt, 1boy, white background, blue hair, closed eyes, short sleeves, male focus, shoes, pants, sparkle, aqua hair, blue shirt, white pants, flat color"
+
+[[prompt.subset]]
+prompt = "masterpiece, best quality, vector, solo, looking at viewer, simple background, white background, closed mouth, closed eyes, no humans, facing viewer, 1other, red theme, ._."
+