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dreambooth/Vanyakeshev/Vanyakeshev.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

dreambooth/Vanyakeshev/backups/db_config_0.json

@@ -0,0 +1,114 @@
+{
+    "adamw_weight_decay": 0.01,
+    "attention": "xformers",
+    "cache_latents": true,
+    "clip_skip": 1,
+    "concepts_list": [
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+            "class_guidance_scale": 7.5,
+            "class_infer_steps": 40,
+            "class_negative_prompt": "",
+            "class_prompt": "A photo of a man",
+            "class_token": "",
+            "instance_data_dir": "C:\\Users\\Admin\\Documents\\VanyaKeshevFaceDataset",
+            "instance_prompt": "VanyaKeshev",
+            "instance_token": "",
+            "is_valid": true,
+            "n_save_sample": 1,
+            "num_class_images_per": 3,
+            "sample_seed": -1,
+            "save_guidance_scale": 7.5,
+            "save_infer_steps": 20,
+            "save_sample_negative_prompt": "",
+            "save_sample_prompt": "",
+            "save_sample_template": ""
+        }
+    ],
+    "concepts_path": "",
+    "custom_model_name": "",
+    "deis_train_scheduler": false,
+    "deterministic": false,
+    "ema_predict": false,
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+    "epoch_pause_frequency": 0,
+    "epoch_pause_time": 60,
+    "freeze_clip_normalization": false,
+    "gradient_accumulation_steps": 8,
+    "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": 1e-06,
+    "learning_rate_min": 1e-06,
+    "lifetime_revision": 0,
+    "lora_learning_rate": 0.0002,
+    "lora_model_name": [],
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+    "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": "Vanyakeshev",
+    "model_dir": "C:\\Windows\\System32\\stable-diffusion-webui\\models\\dreambooth\\Vanyakeshev",
+    "model_path": "C:\\Windows\\System32\\stable-diffusion-webui\\models\\dreambooth\\Vanyakeshev",
+    "num_train_epochs": 150,
+    "offset_noise": 0,
+    "optimizer": "8Bit Adam",
+    "pad_tokens": true,
+    "pretrained_model_name_or_path": "C:\\Windows\\System32\\stable-diffusion-webui\\models\\dreambooth\\Vanyakeshev\\working",
+    "pretrained_vae_name_or_path": null,
+    "prior_loss_scale": false,
+    "prior_loss_target": 100.0,
+    "prior_loss_weight": 0.75,
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+    "revision": 0,
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+    "sanity_prompt": "",
+    "sanity_seed": 420420.0,
+    "save_ckpt_after": true,
+    "save_ckpt_cancel": false,
+    "save_ckpt_during": false,
+    "save_ema": true,
+    "save_embedding_every": 100,
+    "save_lora_after": true,
+    "save_lora_cancel": false,
+    "save_lora_during": false,
+    "save_lora_for_extra_net": false,
+    "save_preview_every": 0,
+    "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": "C:\\Windows\\System32\\stable-diffusion-webui\\models\\Stable-diffusion\\v1-5-pruned-emaonly.safetensors",
+    "stop_text_encoder": 1,
+    "strict_tokens": false,
+    "tf32_enable": false,
+    "train_batch_size": 1,
+    "train_imagic": false,
+    "train_unet": false,
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+    "use_ema": false,
+    "use_lora": false,
+    "use_lora_extended": false,
+    "use_subdir": true,
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+}

dreambooth/Vanyakeshev/backups/db_config_11824.json

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+{
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+    "attention": "xformers",
+    "cache_latents": false,
+    "clip_skip": 1,
+    "concepts_list": [
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+            "class_guidance_scale": 7.5,
+            "class_infer_steps": 50,
+            "class_negative_prompt": "",
+            "class_prompt": "A photo of a man",
+            "class_token": "",
+            "instance_data_dir": "C:\\Users\\Admin\\Documents\\VanyaKeshevFaceDataset",
+            "instance_prompt": "VanyaKeshev",
+            "instance_token": "",
+            "is_valid": true,
+            "n_save_sample": 1,
+            "num_class_images_per": 10,
+            "sample_seed": -1,
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+            "save_sample_prompt": "",
+            "save_sample_template": ""
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+    ],
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+    "custom_model_name": "",
+    "deis_train_scheduler": false,
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+    "ema_predict": false,
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+    "gradient_accumulation_steps": 4,
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+    "half_model": false,
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+    "learning_rate": 1e-06,
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+    "lora_model_name": "Vanyakeshev_11824.pt",
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+    "mixed_precision": "fp16",
+    "model_name": "Vanyakeshev",
+    "model_dir": "C:\\Windows\\System32\\stable-diffusion-webui\\models\\dreambooth\\Vanyakeshev",
+    "model_path": "C:\\Windows\\System32\\stable-diffusion-webui\\models\\dreambooth\\Vanyakeshev",
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+    "optimizer": "8Bit Adam",
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+    "save_safetensors": true,
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+    "scheduler": "DEISMultistep",
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+}

dreambooth/Vanyakeshev/backups/db_config_3900.json

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+{
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+}

dreambooth/Vanyakeshev/backups/db_config_7924.json

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dreambooth/Vanyakeshev/classifiers_0/1aca2da24966a02d4377451a6dd7c4f6f1c8c1df.txt

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+A photo of a man

dreambooth/Vanyakeshev/classifiers_0/1d4cd55abf2f085d035f5eab90f76b7b6cb12bea.txt

@@ -0,0 +1 @@
+A photo of a man

dreambooth/Vanyakeshev/classifiers_0/1f157fbbca3d92eb616f94dca140ebed6bc0fe1b.txt

@@ -0,0 +1 @@
+A photo of a man

dreambooth/Vanyakeshev/classifiers_0/1f971bbbb0ceadf97e8a06c04255905b3a93b62b.txt

@@ -0,0 +1 @@
+A photo of a man