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args.json

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+{
+  "pretrained_model_name_or_path": "runwayml/stable-diffusion-inpainting",
+  "pretrained_vae_name_or_path": "stabilityai/sd-vae-ft-mse",
+  "tokenizer_name": null,
+  "instance_data_dir": null,
+  "class_data_dir": null,
+  "instance_prompt": null,
+  "class_prompt": null,
+  "save_sample_prompt": "woman wearing a sks bikini on the beach|woman wearing a rkx bikini on the beach|woman wearing aptf bikini on the beach|woman wearing a qwe bikini on the beach|woman wearing a kxy bikini on thebeach|woman wearing a yzu bikini on the beach",
+  "save_sample_negative_prompt": null,
+  "n_save_sample": 4,
+  "save_guidance_scale": 7.5,
+  "save_infer_steps": 50,
+  "with_prior_preservation": false,
+  "prior_loss_weight": 1.0,
+  "num_class_images": 50,
+  "output_dir": "data/output/model",
+  "seed": 1337,
+  "resolution": 512,
+  "center_crop": true,
+  "train_text_encoder": true,
+  "train_batch_size": 1,
+  "sample_batch_size": 4,
+  "num_train_epochs": 160,
+  "max_train_steps": 4800,
+  "gradient_accumulation_steps": 1,
+  "gradient_checkpointing": false,
+  "learning_rate": 1e-06,
+  "scale_lr": false,
+  "lr_scheduler": "constant",
+  "lr_warmup_steps": 0,
+  "use_8bit_adam": true,
+  "adam_beta1": 0.9,
+  "adam_beta2": 0.999,
+  "adam_weight_decay": 0.01,
+  "adam_epsilon": 1e-08,
+  "max_grad_norm": 1.0,
+  "push_to_hub": false,
+  "hub_token": null,
+  "hub_model_id": null,
+  "logging_dir": "logs",
+  "log_interval": 10,
+  "save_interval": 2400,
+  "save_min_steps": 0,
+  "mixed_precision": "fp16",
+  "not_cache_latents": false,
+  "local_rank": -1,
+  "concepts_list": [
+    {
+      "url": "https://www.brightswimwear.com/products/maui-top-flower-garden",
+      "class_name": "bikini",
+      "image_background": "pool and green bushes",
+      "model": {
+        "gender": "woman",
+        "ethnicity": "white",
+        "hair": "long dark brown"
+      },
+      "image_urls": [
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/1_72461194-d55a-4695-9e10-6e67f0834b7f.png?v=1627642383",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/3_849aad81-ebf2-4925-ae13-2b2c3cf70c0a.png?v=1627642364",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/2_fa361236-eb1c-462c-886d-5cb042ab311a.png?v=1627642364"
+      ],
+      "class_prompt": "a woman wearing a bikini",
+      "class_data_dir": "./class/woman/bikini",
+      "instance_name": "sks",
+      "instance_prompt": "a white woman wearing a sks bikini, long dark brown hair, pool and green bushes background",
+      "instance_data_dir": "./instance/sks",
+      "class_mask_data_dir": "./class/woman/bikini-mask",
+      "instance_mask_data_dir": "./instance/sks-mask"
+    },
+    {
+      "url": "https://www.brightswimwear.com/products/tual-top-ribbed-green",
+      "class_name": "bikini",
+      "image_background": "beach",
+      "model": {
+        "gender": "woman",
+        "ethnicity": "white",
+        "hair": "long dark brown"
+      },
+      "image_urls": [
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/1_470afb11-8e2b-4d82-8121-4f4707cf7ea9.png?v=1643747143",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/3_37328d6c-5819-4079-8891-0c9e899898a6.png?v=1643747146",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/2_8d7e30e3-dc86-4f3c-a42c-aaa142f5588c.png?v=1643747146",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/E-commerceProductImages_2_7e67be77-cb27-4f7b-a294-67486ba0ac99.png?v=1643747146"
+      ],
+      "class_prompt": "a woman wearing a bikini",
+      "class_data_dir": "./class/woman/bikini",
+      "instance_name": "rkx",
+      "instance_prompt": "a white woman wearing a rkx bikini, long dark brown hair, beach background",
+      "instance_data_dir": "./instance/rkx",
+      "class_mask_data_dir": "./class/woman/bikini-mask",
+      "instance_mask_data_dir": "./instance/rkx-mask"
+    },
+    {
+      "url": "https://www.brightswimwear.com/products/tual-top-peach-stripe",
+      "class_name": "bikini",
+      "image_background": "beach",
+      "model": {
+        "gender": "woman",
+        "ethnicity": "white",
+        "hair": "long dark brown"
+      },
+      "image_urls": [
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/1_42d509f9-fa05-406f-b543-aced871a21fe.png?v=1644855913",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/3_ecd3665a-3699-4ddd-9966-0cf33edf2bf7.png?v=1644855913",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/2_04b9110a-a18f-4cb7-a794-66a677160e61.png?v=1644855913",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/E-commerceProductImages_4.png?v=1644855913",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/4_87598809-81b5-4284-b612-3ae9ccb41149.png?v=1644855868"
+      ],
+      "class_prompt": "a woman wearing a bikini",
+      "class_data_dir": "./class/woman/bikini",
+      "instance_name": "ptf",
+      "instance_prompt": "a white woman wearing a ptf bikini, long dark brown hair, beach background",
+      "instance_data_dir": "./instance/ptf",
+      "class_mask_data_dir": "./class/woman/bikini-mask",
+      "instance_mask_data_dir": "./instance/ptf-mask"
+    },
+    {
+      "url": "https://www.brightswimwear.com/products/bali-top-ocean-dream",
+      "class_name": "bikini",
+      "model": {
+        "gender": "woman",
+        "ethnicity": "white",
+        "hair": "long dark brown"
+      },
+      "image_urls": [
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/DSC1658.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/DSC1664.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/DSC1671.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/DSC1680.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/StudioSession-296.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/StudioSession-297.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/StudioSession-299.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/StudioSession-289.jpg?v=1666613045",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/StudioSession-298.jpg?v=1666613042"
+      ],
+      "class_prompt": "a woman wearing a bikini",
+      "class_data_dir": "./class/woman/bikini",
+      "instance_name": "qwe",
+      "instance_prompt": "a white woman wearing a qwe bikini, long dark brown hair",
+      "instance_data_dir": "./instance/qwe",
+      "class_mask_data_dir": "./class/woman/bikini-mask",
+      "instance_mask_data_dir": "./instance/qwe-mask"
+    },
+    {
+      "url": "https://www.brightswimwear.com/products/bali-top-lime",
+      "class_name": "bikini",
+      "model": {
+        "gender": "woman",
+        "ethnicity": "white",
+        "hair": "long dark brown"
+      },
+      "image_urls": [
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/DSC0869.jpg?v=1654035999",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/Bright_studio-442.jpg?v=1654035999",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/Bright_studio-458.jpg?v=1654035999",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/DSC0818.jpg?v=1654035999"
+      ],
+      "class_prompt": "a woman wearing a bikini",
+      "class_data_dir": "./class/woman/bikini",
+      "instance_name": "kxy",
+      "instance_prompt": "a white woman wearing a kxy bikini, long dark brown hair",
+      "instance_data_dir": "./instance/kxy",
+      "class_mask_data_dir": "./class/woman/bikini-mask",
+      "instance_mask_data_dir": "./instance/kxy-mask"
+    },
+    {
+      "url": "https://www.brightswimwear.com/products/maria-top-lime",
+      "class_name": "bikini",
+      "model": {
+        "gender": "woman",
+        "ethnicity": "white",
+        "hair": "long dark brown"
+      },
+      "image_urls": [
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/E-COMMERCEIMAGES-x3_1400x2100px_5.jpg?v=1654025565",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/Bright_studio-085.jpg?v=1654025565",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/Bright_studio-077.jpg?v=1654025565",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/Bright_studio-089.jpg?v=1654025565",
+        "https://cdn.shopify.com/s/files/1/2148/0245/products/E-COMMERCEIMAGES-x3_1400x2100px_4.jpg?v=1654025565"
+      ],
+      "class_prompt": "a woman wearing a bikini",
+      "class_data_dir": "./class/woman/bikini",
+      "instance_name": "yzu",
+      "instance_prompt": "a white woman wearing a yzu bikini, long dark brown hair",
+      "instance_data_dir": "./instance/yzu",
+      "class_mask_data_dir": "./class/woman/bikini-mask",
+      "instance_mask_data_dir": "./instance/yzu-mask"
+    }
+  ]
+}

feature_extractor/preprocessor_config.json

@@ -0,0 +1,20 @@
+{
+  "crop_size": 224,
+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_resize": true,
+  "feature_extractor_type": "CLIPFeatureExtractor",
+  "image_mean": [
+    0.48145466,
+    0.4578275,
+    0.40821073
+  ],
+  "image_std": [
+    0.26862954,
+    0.26130258,
+    0.27577711
+  ],
+  "resample": 3,
+  "size": 224
+}

model_index.json

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+{
+  "_class_name": "StableDiffusionInpaintPipeline",
+  "_diffusers_version": "0.7.0.dev0",
+  "feature_extractor": [
+    "transformers",
+    "CLIPFeatureExtractor"
+  ],
+  "scheduler": [
+    "diffusers",
+    "DDIMScheduler"
+  ],
+  "text_encoder": [
+    "transformers",
+    "CLIPTextModel"
+  ],
+  "tokenizer": [
+    "transformers",
+    "CLIPTokenizer"
+  ],
+  "unet": [
+    "diffusers",
+    "UNet2DConditionModel"
+  ],
+  "vae": [
+    "diffusers",
+    "AutoencoderKL"
+  ]
+}

scheduler/scheduler_config.json

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+{
+  "_class_name": "DDIMScheduler",
+  "_diffusers_version": "0.7.0.dev0",
+  "beta_end": 0.012,
+  "beta_schedule": "scaled_linear",
+  "beta_start": 0.00085,
+  "clip_sample": false,
+  "num_train_timesteps": 1000,
+  "set_alpha_to_one": false,
+  "steps_offset": 1,
+  "trained_betas": null
+}

text_encoder/config.json

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+{
+  "_name_or_path": "runwayml/stable-diffusion-inpainting",
+  "architectures": [
+    "CLIPTextModel"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "dropout": 0.0,
+  "eos_token_id": 2,
+  "hidden_act": "quick_gelu",
+  "hidden_size": 768,
+  "initializer_factor": 1.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 77,
+  "model_type": "clip_text_model",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "projection_dim": 768,
+  "torch_dtype": "float32",
+  "transformers_version": "4.23.1",
+  "vocab_size": 49408
+}

text_encoder/pytorch_model.bin

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tokenizer/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+  "pad_token": "<|endoftext|>",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer/tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "bos_token": {
+    "__type": "AddedToken",
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "do_lower_case": true,
+  "eos_token": {
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+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "errors": "replace",
+  "model_max_length": 77,
+  "name_or_path": "/home/fant/.cache/huggingface/diffusers/models--runwayml--stable-diffusion-inpainting/snapshots/e5fae204b8239db36f2cdc2c8b773d10c457a567/tokenizer",
+  "pad_token": "<|endoftext|>",
+  "special_tokens_map_file": "./special_tokens_map.json",
+  "tokenizer_class": "CLIPTokenizer",
+  "unk_token": {
+    "__type": "AddedToken",
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

unet/config.json

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+{
+  "_class_name": "UNet2DConditionModel",
+  "_diffusers_version": "0.7.0.dev0",
+  "_name_or_path": "runwayml/stable-diffusion-inpainting",
+  "act_fn": "silu",
+  "attention_head_dim": 8,
+  "block_out_channels": [
+    320,
+    640,
+    1280,
+    1280
+  ],
+  "center_input_sample": false,
+  "cross_attention_dim": 768,
+  "down_block_types": [
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 9,
+  "layers_per_block": 2,
+  "mid_block_scale_factor": 1,
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "out_channels": 4,
+  "sample_size": 32,
+  "up_block_types": [
+    "UpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D"
+  ]
+}

unet/diffusion_pytorch_model.bin

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vae/config.json

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+{
+  "_class_name": "AutoencoderKL",
+  "_diffusers_version": "0.7.0.dev0",
+  "_name_or_path": "stabilityai/sd-vae-ft-mse",
+  "act_fn": "silu",
+  "block_out_channels": [
+    128,
+    256,
+    512,
+    512
+  ],
+  "down_block_types": [
+    "DownEncoderBlock2D",
+    "DownEncoderBlock2D",
+    "DownEncoderBlock2D",
+    "DownEncoderBlock2D"
+  ],
+  "in_channels": 3,
+  "latent_channels": 4,
+  "layers_per_block": 2,
+  "norm_num_groups": 32,
+  "out_channels": 3,
+  "sample_size": 256,
+  "up_block_types": [
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D"
+  ]
+}

vae/diffusion_pytorch_model.bin

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