Upload 45 files

dkfotgr/backups/db_config_0.json

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+{
+    "adamw_weight_decay": 0.01,
+    "attention": "xformers",
+    "cache_latents": true,
+    "clip_skip": 1,
+    "concepts_list": [
+        {
+            "class_data_dir": "",
+            "class_guidance_scale": 7.5,
+            "class_infer_steps": 40,
+            "class_negative_prompt": "",
+            "class_prompt": "photo of man",
+            "class_token": "",
+            "instance_data_dir": "I:\\_SD\\LORA\\_projects\\dkfotgr\\src\\100_dkfotgr",
+            "instance_prompt": "dkfotgr man",
+            "instance_token": "",
+            "is_valid": true,
+            "n_save_sample": 1,
+            "num_class_images_per": 4,
+            "sample_seed": -1,
+            "save_guidance_scale": 7.5,
+            "save_infer_steps": 20,
+            "save_sample_negative_prompt": "",
+            "save_sample_prompt": "photo of dkfotgr man",
+            "save_sample_template": ""
+        }
+    ],
+    "concepts_path": "",
+    "custom_model_name": "",
+    "deis_train_scheduler": false,
+    "deterministic": false,
+    "ema_predict": false,
+    "epoch": 0,
+    "epoch_pause_frequency": 0,
+    "epoch_pause_time": 0,
+    "freeze_clip_normalization": false,
+    "gradient_accumulation_steps": 1,
+    "gradient_checkpointing": true,
+    "gradient_set_to_none": true,
+    "graph_smoothing": 50,
+    "half_model": false,
+    "train_unfrozen": false,
+    "has_ema": false,
+    "hflip": false,
+    "infer_ema": false,
+    "initial_revision": 0,
+    "learning_rate": 2e-06,
+    "learning_rate_min": 1e-06,
+    "lifetime_revision": 0,
+    "lora_learning_rate": 0.0002,
+    "lora_model_name": null,
+    "lora_unet_rank": 4,
+    "lora_txt_rank": 4,
+    "lora_txt_learning_rate": 0.0002,
+    "lora_txt_weight": 1,
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+    "lr_cycles": 1,
+    "lr_factor": 0.5,
+    "lr_power": 1,
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+    "lr_scheduler": "constant_with_warmup",
+    "lr_warmup_steps": 0,
+    "max_token_length": 75,
+    "mixed_precision": "fp16",
+    "model_name": "dkfotgr",
+    "model_dir": "I:\\_SD\\stable-diffusion-webui\\models\\dreambooth\\dkfotgr",
+    "model_path": "I:\\_SD\\stable-diffusion-webui\\models\\dreambooth\\dkfotgr",
+    "num_train_epochs": 150,
+    "offset_noise": 0,
+    "optimizer": "8Bit Adam",
+    "pad_tokens": true,
+    "pretrained_model_name_or_path": "I:\\_SD\\stable-diffusion-webui\\models\\dreambooth\\dkfotgr\\working",
+    "pretrained_vae_name_or_path": null,
+    "prior_loss_scale": false,
+    "prior_loss_target": 100.0,
+    "prior_loss_weight": 0.75,
+    "prior_loss_weight_min": 0.1,
+    "resolution": 512,
+    "revision": 0,
+    "sample_batch_size": 1,
+    "sanity_prompt": "",
+    "sanity_seed": 420420.0,
+    "save_ckpt_after": true,
+    "save_ckpt_cancel": false,
+    "save_ckpt_during": false,
+    "save_ema": true,
+    "save_embedding_every": 25,
+    "save_lora_after": true,
+    "save_lora_cancel": false,
+    "save_lora_during": false,
+    "save_preview_every": 5,
+    "save_safetensors": true,
+    "save_state_after": false,
+    "save_state_cancel": false,
+    "save_state_during": false,
+    "scheduler": "DEISMultistep",
+    "shuffle_tags": true,
+    "snapshot": [],
+    "split_loss": true,
+    "src": "E:\\-AI\\openjourney-v2.ckpt",
+    "stop_text_encoder": 1,
+    "strict_tokens": false,
+    "tf32_enable": false,
+    "train_batch_size": 1,
+    "train_imagic": false,
+    "train_unet": true,
+    "use_concepts": false,
+    "use_ema": false,
+    "use_lora": true,
+    "use_lora_extended": false,
+    "use_subdir": true,
+    "v2": false
+}

dkfotgr/classifiers_0/1db56d4e519825387d370dc752d611ddfbf7f0c2.txt

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+photo of man

dkfotgr/classifiers_0/2a3773becbb4f79083d84f893e4c176500abc83f.txt

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+photo of man

dkfotgr/classifiers_0/38c20ac66a821047bf495ad8bf804cf5371e4a0a.txt

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+photo of man

dkfotgr/classifiers_0/47f6469ce6d9317e11f4ffd5c99e7f712520445c.txt

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+photo of man

dkfotgr/classifiers_0/5d6678a6fc7231a56b3df709d9652736dbd3fbdb.txt

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+photo of man

dkfotgr/classifiers_0/719596a15444740d850c75e13be9d175486bba73.txt

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+photo of man

dkfotgr/classifiers_0/74523319eab76e9b2fdaaa6f013a4cbeafa04420.txt

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+photo of man

dkfotgr/classifiers_0/7f7891f0c1c5955b28ef1a288a8420a42b156178.txt

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+photo of man

dkfotgr/classifiers_0/94b45e4f827ca8c3d7c062234f9d6512ef3a02cb.txt

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+photo of man

dkfotgr/classifiers_0/a2be71872da8f1103a430c4ec9183f807a4a6b9f.txt

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+photo of man

dkfotgr/classifiers_0/c18ec95610e1415e7cc518c037b7af4d6a17351c.txt

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+photo of man

dkfotgr/classifiers_0/c7bcc9cf5efd0f3cff92dc073019650db30b9f85.txt

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+photo of man

dkfotgr/classifiers_0/c9a8264aff32d3156613c683fb133edb75a82b58.txt

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+photo of man

dkfotgr/classifiers_0/f157c780c42ce8cc9580168d440e18c25a908c9e.txt

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+photo of man

dkfotgr/classifiers_0/f4a719a4ec67b6d38519e13bec1e741cd4639963.txt

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+photo of man

dkfotgr/db_config.json

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+{
+    "adamw_weight_decay": 0.01,
+    "attention": "xformers",
+    "cache_latents": true,
+    "clip_skip": 1,
+    "concepts_list": [
+        {
+            "class_data_dir": "",
+            "class_guidance_scale": 7.5,
+            "class_infer_steps": 40,
+            "class_negative_prompt": "",
+            "class_prompt": "photo of man",
+            "class_token": "",
+            "instance_data_dir": "I:\\_SD\\LORA\\_projects\\dkfotgr\\src\\100_dkfotgr",
+            "instance_prompt": "dkfotgr man",
+            "instance_token": "",
+            "is_valid": true,
+            "n_save_sample": 1,
+            "num_class_images_per": 4,
+            "sample_seed": -1,
+            "save_guidance_scale": 7.5,
+            "save_infer_steps": 20,
+            "save_sample_negative_prompt": "",
+            "save_sample_prompt": "photo of dkfotgr man",
+            "save_sample_template": ""
+        }
+    ],
+    "concepts_path": "",
+    "custom_model_name": "",
+    "deis_train_scheduler": false,
+    "deterministic": false,
+    "ema_predict": false,
+    "epoch": 0,
+    "epoch_pause_frequency": 0,
+    "epoch_pause_time": 0,
+    "freeze_clip_normalization": false,
+    "gradient_accumulation_steps": 1,
+    "gradient_checkpointing": true,
+    "gradient_set_to_none": true,
+    "graph_smoothing": 50,
+    "half_model": false,
+    "train_unfrozen": false,
+    "has_ema": false,
+    "hflip": false,
+    "infer_ema": false,
+    "initial_revision": 0,
+    "learning_rate": 2e-06,
+    "learning_rate_min": 1e-06,
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+    "lora_learning_rate": 0.0002,
+    "lora_model_name": null,
+    "lora_unet_rank": 4,
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+    "lora_txt_weight": 1,
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+    "lr_cycles": 1,
+    "lr_factor": 0.5,
+    "lr_power": 1,
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+    "lr_scheduler": "constant_with_warmup",
+    "lr_warmup_steps": 0,
+    "max_token_length": 75,
+    "mixed_precision": "fp16",
+    "model_name": "dkfotgr",
+    "model_dir": "I:\\_SD\\stable-diffusion-webui\\models\\dreambooth\\dkfotgr",
+    "model_path": "I:\\_SD\\stable-diffusion-webui\\models\\dreambooth\\dkfotgr",
+    "num_train_epochs": 150,
+    "offset_noise": 0,
+    "optimizer": "8Bit Adam",
+    "pad_tokens": true,
+    "pretrained_model_name_or_path": "I:\\_SD\\stable-diffusion-webui\\models\\dreambooth\\dkfotgr\\working",
+    "pretrained_vae_name_or_path": "",
+    "prior_loss_scale": false,
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+    "save_ckpt_after": true,
+    "save_ckpt_cancel": false,
+    "save_ckpt_during": false,
+    "save_ema": true,
+    "save_embedding_every": 25,
+    "save_lora_after": true,
+    "save_lora_cancel": false,
+    "save_lora_during": false,
+    "save_preview_every": 5,
+    "save_safetensors": true,
+    "save_state_after": false,
+    "save_state_cancel": false,
+    "save_state_during": false,
+    "scheduler": "DEISMultistep",
+    "shuffle_tags": true,
+    "snapshot": [],
+    "split_loss": true,
+    "src": "E:\\-AI\\openjourney-v2.ckpt",
+    "stop_text_encoder": 1,
+    "strict_tokens": false,
+    "tf32_enable": false,
+    "train_batch_size": 1,
+    "train_imagic": false,
+    "train_unet": true,
+    "use_concepts": false,
+    "use_ema": false,
+    "use_lora": true,
+    "use_lora_extended": false,
+    "use_subdir": true,
+    "v2": false
+}

dkfotgr/dkfotgr.yaml

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+model:
+  base_learning_rate: 1.0e-04
+  target: ldm.models.diffusion.ddpm.LatentDiffusion
+  params:
+    linear_start: 0.00085
+    linear_end: 0.0120
+    num_timesteps_cond: 1
+    log_every_t: 200
+    timesteps: 1000
+    first_stage_key: "images"
+    cond_stage_key: "input_ids"
+    image_size: 64
+    channels: 4
+    cond_stage_trainable: true   # Note: different from the one we trained before
+    conditioning_key: crossattn
+    monitor: val/loss_simple_ema
+    scale_factor: 0.18215
+    use_ema: False
+
+    scheduler_config: # 10000 warmup steps
+      target: ldm.lr_scheduler.LambdaLinearScheduler
+      params:
+        warm_up_steps: [ 10000 ]
+        cycle_lengths: [ 10000000000000 ] # incredibly large number to prevent corner cases
+        f_start: [ 1.e-6 ]
+        f_max: [ 1. ]
+        f_min: [ 1. ]
+
+    unet_config:
+      target: ldm.modules.diffusionmodules.openaimodel.UNetModel
+      params:
+        image_size: 32 # unused
+        in_channels: 4
+        out_channels: 4
+        model_channels: 320
+        attention_resolutions: [ 4, 2, 1 ]
+        num_res_blocks: 2
+        channel_mult: [ 1, 2, 4, 4 ]
+        num_heads: 8
+        use_spatial_transformer: True
+        transformer_depth: 1
+        context_dim: 768
+        use_checkpoint: True
+        legacy: False
+
+    first_stage_config:
+      target: ldm.models.autoencoder.AutoencoderKL
+      params:
+        embed_dim: 4
+        monitor: val/rec_loss
+        ddconfig:
+          double_z: true
+          z_channels: 4
+          resolution: 256
+          in_channels: 3
+          out_ch: 3
+          ch: 128
+          ch_mult:
+            - 1
+            - 2
+            - 4
+            - 4
+          num_res_blocks: 2
+          attn_resolutions: [ ]
+          dropout: 0.0
+        lossconfig:
+          target: torch.nn.Identity
+
+    cond_stage_config:
+      target: ldm.modules.encoders.modules.FrozenCLIPEmbedder

dkfotgr/working/model_index.json

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+{
+    "_class_name": "StableDiffusionPipeline",
+    "_diffusers_version": "0.13.1",
+    "feature_extractor": [
+        null,
+        null
+    ],
+    "requires_safety_checker": null,
+    "safety_checker": [
+        null,
+        null
+    ],
+    "scheduler": [
+        "diffusers",
+        "DEISMultistepScheduler"
+    ],
+    "text_encoder": [
+        "transformers",
+        "CLIPTextModel"
+    ],
+    "tokenizer": [
+        "transformers",
+        "CLIPTokenizer"
+    ],
+    "unet": [
+        "diffusers",
+        "UNet2DConditionModel"
+    ],
+    "vae": [
+        "diffusers",
+        "AutoencoderKL"
+    ]
+}

dkfotgr/working/scheduler/scheduler_config.json

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+{
+  "_class_name": "DEISMultistepScheduler",
+  "_diffusers_version": "0.13.1",
+  "algorithm_type": "deis",
+  "beta_end": 0.012,
+  "beta_schedule": "scaled_linear",
+  "beta_start": 0.00085,
+  "clip_sample": false,
+  "dynamic_thresholding_ratio": 0.995,
+  "lower_order_final": true,
+  "num_train_timesteps": 1000,
+  "prediction_type": "epsilon",
+  "sample_max_value": 1.0,
+  "set_alpha_to_one": false,
+  "solver_order": 2,
+  "solver_type": "logrho",
+  "steps_offset": 1,
+  "thresholding": false,
+  "trained_betas": null
+}

dkfotgr/working/text_encoder/config.json

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+{
+  "_name_or_path": "openai/clip-vit-large-patch14",
+  "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": "4.26.1",
+  "vocab_size": 49408
+}

dkfotgr/working/text_encoder/model.safetensors

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dkfotgr/working/tokenizer/special_tokens_map.json

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+{
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

dkfotgr/working/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
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+    "normalized": true,
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+    "single_word": false
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+  "errors": "replace",
+  "model_max_length": 77,
+  "name_or_path": "openai/clip-vit-large-patch14",
+  "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
+  }
+}

dkfotgr/working/unet/config.json

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+{
+  "_class_name": "UNet2DConditionModel",
+  "_diffusers_version": "0.13.1",
+  "act_fn": "silu",
+  "attention_head_dim": 8,
+  "block_out_channels": [
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+  "center_input_sample": false,
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+  "conv_in_kernel": 3,
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+  "down_block_types": [
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "dual_cross_attention": false,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 4,
+  "layers_per_block": 2,
+  "mid_block_scale_factor": 1,
+  "mid_block_type": "UNetMidBlock2DCrossAttn",
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "num_class_embeds": null,
+  "only_cross_attention": false,
+  "out_channels": 4,
+  "projection_class_embeddings_input_dim": null,
+  "resnet_time_scale_shift": "default",
+  "sample_size": 64,
+  "time_cond_proj_dim": null,
+  "time_embedding_type": "positional",
+  "timestep_post_act": null,
+  "up_block_types": [
+    "UpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D"
+  ],
+  "upcast_attention": false,
+  "use_linear_projection": false
+}

dkfotgr/working/unet/diffusion_pytorch_model.safetensors

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dkfotgr/working/vae/config.json

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+{
+  "_class_name": "AutoencoderKL",
+  "_diffusers_version": "0.13.1",
+  "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": 512,
+  "scaling_factor": 0.18215,
+  "up_block_types": [
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D"
+  ]
+}

dkfotgr/working/vae/diffusion_pytorch_model.safetensors

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