frame mockup

frame_mockup_config/config_file.toml

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+[model_arguments]
+v2 = false
+v_parameterization = false
+pretrained_model_name_or_path = "/content/pretrained_model/rundiffusionFX_v10.safetensors"
+vae = "/content/vae/stablediffusion.vae.pt"
+
+[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_train_unet_only = false
+network_train_text_encoder_only = false
+
+[optimizer_arguments]
+min_snr_gamma = 5
+optimizer_type = "AdamW8bit"
+learning_rate = 0.0001
+max_grad_norm = 1.0
+lr_scheduler = "constant"
+lr_warmup_steps = 0
+
+[dataset_arguments]
+cache_latents = true
+debug_dataset = false
+vae_batch_size = 4
+
+[training_arguments]
+output_dir = "/content/drive/MyDrive/LoRA/output"
+output_name = "frame_mockup"
+save_precision = "fp16"
+save_every_n_epochs = 1
+train_batch_size = 4
+max_token_length = 225
+mem_eff_attn = false
+xformers = true
+max_train_epochs = 15
+max_data_loader_n_workers = 8
+persistent_data_loader_workers = true
+gradient_checkpointing = false
+gradient_accumulation_steps = 1
+mixed_precision = "fp16"
+clip_skip = 2
+logging_dir = "/content/LoRA/logs"
+log_prefix = "frame_mockup"
+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"

frame_mockup_config/dataset_config.toml

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+[[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 = "frame mockup"
+num_repeats = 5
+
+
+[general]
+enable_bucket = true
+caption_extension = ".caption"
+shuffle_caption = true
+keep_tokens = 0
+bucket_reso_steps = 64
+bucket_no_upscale = false

frame_mockup_config/sample_prompt.txt

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+
+  masterpiece, best quality, living room, sofa, modernism, hyper-realistic design, vas, open view, interior design, digital, illustration, architecture, place, lively, home, peaceful, beautiful, cozy, 1frame mockup, wide frame 512x768, a living room with a large white frame mockup  --n human, 1girl, 1boy, multiple girl, multiple boy, 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, multiple frame mockup,   --w 768   --h 512   --l 7   --s 28