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config_20241022_162604/config.env

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+MIXED_PRECISION=bf16
+TRAINING_NUM_PROCESSES=8
+TRAINING_NUM_MACHINES=1
+TRAINING_DYNAMO_BACKEND=inductor

config_20241022_162604/config.json

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+{
+  "--lycoris_config": "config/lycoris_config.json",
+  "--resume_from_checkpoint": "latest",
+  "--data_backend_config": "config/multidatabackend.json",
+  "--aspect_bucket_rounding": 2,
+  "--seed": 42,
+  "--minimum_image_size": 0,
+  "--disable_benchmark": false,
+  "--output_dir": "output/testing_dataset_20241022_162604",
+  "--lora_type": "lycoris",
+  "--max_train_steps": 1000,
+  "--num_train_epochs": 0,
+  "--checkpointing_steps": 100,
+  "--checkpoints_total_limit": 10,
+  "--tracker_project_name": "testing_dataset",
+  "--tracker_run_name": "testing_dataset_20241022_162604",
+  "--report_to": "wandb",
+  "--model_type": "lora",
+  "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
+  "--model_family": "flux",
+  "--train_batch_size": 1,
+  "--gradient_checkpointing": "true",
+  "--caption_dropout_probability": 0.05,
+  "--resolution_type": "pixel_area",
+  "--resolution": 1024,
+  "--validation_seed": 69,
+  "--validation_steps": "100",
+  "--validation_resolution": "1024x1024",
+  "--validation_guidance": "3.5",
+  "--validation_guidance_rescale": "0.0",
+  "--validation_num_inference_steps": "20",
+  "--validation_prompt": "a photo of a daisy",
+  "--mixed_precision": "bf16",
+  "--optimizer": "optimi-stableadamw",
+  "--optimizer_config": "weight_decay=1e-3",
+  "--learning_rate": "4e-04",
+  "--flux_lora_target": "all+ffs",
+  "--lr_scheduler": "constant",
+  "--lr_warmup_steps": 0,
+  "--user_prompt_library": "config/user_prompt_library.json",
+  "--hub_model_id": "testing_dataset_20241022_162604"
+}

config_20241022_162604/lycoris_config.json

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+{
+  "algo": "lokr",
+  "multiplier": 1,
+  "linear_dim": 1000000,
+  "linear_alpha": 1,
+  "factor": 16,
+  "init_lokr_norm": 0.001,
+  "apply_preset": {
+    "target_module": [
+      "FluxTransformerBlock",
+      "FluxSingleTransformerBlock"
+    ],
+    "module_algo_map": {
+      "Attention": {
+        "factor": 16
+      },
+      "FeedForward": {
+        "factor": 8
+      }
+    }
+  }
+}

config_20241022_162604/multidatabackend.json

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+[
+  {
+    "id": "groovy_chair-512",
+    "type": "local",
+    "instance_data_dir": "datasets/testing_dataset/groovy_chair",
+    "crop": false,
+    "crop_style": "random",
+    "minimum_image_size": 512,
+    "resolution": 512,
+    "resolution_type": "pixel_area",
+    "repeats": 0,
+    "metadata_backend": "discovery",
+    "caption_strategy": "textfile",
+    "cache_dir_vae": "cache//groovy_chair-vae-512"
+  },
+  {
+    "id": "groovy_chair-768",
+    "type": "local",
+    "instance_data_dir": "datasets/testing_dataset/groovy_chair",
+    "crop": false,
+    "crop_style": "random",
+    "minimum_image_size": 768,
+    "resolution": 768,
+    "resolution_type": "pixel_area",
+    "repeats": 0,
+    "metadata_backend": "discovery",
+    "caption_strategy": "textfile",
+    "cache_dir_vae": "cache//groovy_chair-vae-768"
+  },
+  {
+    "id": "groovy_chair-1024",
+    "type": "local",
+    "instance_data_dir": "datasets/testing_dataset/groovy_chair",
+    "crop": false,
+    "crop_style": "random",
+    "minimum_image_size": 1024,
+    "resolution": 1024,
+    "resolution_type": "pixel_area",
+    "repeats": 0,
+    "metadata_backend": "discovery",
+    "caption_strategy": "textfile",
+    "cache_dir_vae": "cache//groovy_chair-vae-1024"
+  },
+  {
+    "id": "kronester_teapot-512",
+    "type": "local",
+    "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
+    "crop": false,
+    "crop_style": "random",
+    "minimum_image_size": 512,
+    "resolution": 512,
+    "resolution_type": "pixel_area",
+    "repeats": 0,
+    "metadata_backend": "discovery",
+    "caption_strategy": "textfile",
+    "cache_dir_vae": "cache//kronester_teapot-vae-512"
+  },
+  {
+    "id": "kronester_teapot-768",
+    "type": "local",
+    "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
+    "crop": false,
+    "crop_style": "random",
+    "minimum_image_size": 768,
+    "resolution": 768,
+    "resolution_type": "pixel_area",
+    "repeats": 0,
+    "metadata_backend": "discovery",
+    "caption_strategy": "textfile",
+    "cache_dir_vae": "cache//kronester_teapot-vae-768"
+  },
+  {
+    "id": "kronester_teapot-1024",
+    "type": "local",
+    "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
+    "crop": false,
+    "crop_style": "random",
+    "minimum_image_size": 1024,
+    "resolution": 1024,
+    "resolution_type": "pixel_area",
+    "repeats": 0,
+    "metadata_backend": "discovery",
+    "caption_strategy": "textfile",
+    "cache_dir_vae": "cache//kronester_teapot-vae-1024"
+  },
+  {
+    "id": "text-embed-cache",
+    "dataset_type": "text_embeds",
+    "default": true,
+    "type": "local",
+    "cache_dir": "cache//text",
+    "disabled": false,
+    "write_batch_size": 128
+  }
+]

config_20241022_162604/user_prompt_library.json

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+{
+  "groovy_chair_1": "bscgrvy chair, material closeup, white background",
+  "groovy_chair_2": "bscgrvy chair, front view, white background",
+  "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
+  "groovy_chair_4": "bscgrvy chair, front view, white background",
+  "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
+  "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
+  "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
+  "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
+}