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  1. config_20241022_131928/config.json +43 -0
  2. config_20241022_131928/multidatabackend.json +95 -0
  3. config_20241022_131928/user_prompt_library.json +10 -0
  4. config_20241022_132201/config.json +43 -0
  5. config_20241022_132201/multidatabackend.json +95 -0
  6. config_20241022_132201/user_prompt_library.json +10 -0
  7. config_20241022_132823/config.env +3 -0
  8. config_20241022_132823/config.json +43 -0
  9. config_20241022_132823/multidatabackend.json +95 -0
  10. config_20241022_132823/user_prompt_library.json +10 -0
  11. config_20241022_132859/config.json +41 -0
  12. config_20241022_133006/config.json +41 -0
  13. config_20241022_133006/multidatabackend.json +95 -0
  14. config_20241022_133006/user_prompt_library.json +10 -0
  15. config_20241022_133534/config.env +3 -0
  16. config_20241022_133534/config.json +42 -0
  17. config_20241022_133534/multidatabackend.json +95 -0
  18. config_20241022_133534/user_prompt_library.json +10 -0
  19. config_20241022_133639/config.env +3 -0
  20. config_20241022_133639/config.json +43 -0
  21. config_20241022_133639/multidatabackend.json +95 -0
  22. config_20241022_133639/user_prompt_library.json +10 -0
  23. config_20241022_134136/config.env +3 -0
  24. config_20241022_134136/config.json +41 -0
  25. config_20241022_134136/lycoris_config.json +22 -0
  26. config_20241022_134136/multidatabackend.json +95 -0
  27. config_20241022_134136/user_prompt_library.json +10 -0
  28. config_20241022_134517/config.env +3 -0
  29. config_20241022_134517/config.json +43 -0
  30. config_20241022_134517/multidatabackend.json +95 -0
  31. config_20241022_134517/user_prompt_library.json +10 -0
  32. config_20241022_134638/config.env +3 -0
  33. config_20241022_134638/config.json +43 -0
  34. config_20241022_135407/config.env +3 -0
  35. config_20241022_135407/config.json +43 -0
  36. config_20241022_135407/multidatabackend.json +95 -0
  37. config_20241022_135407/user_prompt_library.json +10 -0
  38. config_20241022_140406/config.env +4 -0
  39. config_20241022_140406/config.json +41 -0
  40. config_20241022_140406/lycoris_config.json +22 -0
  41. config_20241022_140406/multidatabackend.json +95 -0
  42. config_20241022_140406/user_prompt_library.json +10 -0
  43. config_20241022_140832/config.env +4 -0
  44. config_20241022_140832/config.json +41 -0
  45. config_20241022_140832/lycoris_config.json +22 -0
  46. config_20241022_140832/multidatabackend.json +95 -0
  47. config_20241022_140832/user_prompt_library.json +10 -0
  48. config_20241022_142032/config.env +4 -0
  49. config_20241022_142032/config.json +41 -0
  50. config_20241022_142032/lycoris_config.json +22 -0
config_20241022_131928/config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "--resume_from_checkpoint": "latest",
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+ "--data_backend_config": "config/multidatabackend.json",
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+ "--aspect_bucket_rounding": 2,
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+ "--seed": 42,
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+ "--minimum_image_size": 0,
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+ "--disable_benchmark": false,
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+ "--output_dir": "output/sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328",
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+ "--lora_type": "standard",
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+ "--lycoris_config": "config/lycoris_config.json",
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+ "--max_train_steps": 1000,
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+ "--num_train_epochs": 0,
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+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328",
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+ "--tracker_run_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328",
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+ "--report_to": "wandb",
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+ "--model_type": "lora",
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+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
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+ "--model_family": "flux",
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+ "--train_batch_size": 1,
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+ "--gradient_checkpointing": "true",
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+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
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+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
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+ "--validation_resolution": "1024x1024",
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+ "--validation_guidance": "3.5",
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+ "--validation_guidance_rescale": "0.0",
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+ "--validation_num_inference_steps": "20",
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+ "--validation_prompt": "a photo of a woman",
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+ "--mixed_precision": "bf16",
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+ "--optimizer": "optimi-stableadamw",
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+ "--optimizer_config": "weight_decay=1e-3",
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+ "--learning_rate": "1e-03",
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+ "--lora_rank": "16",
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+ "--lora_alpha": "16",
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+ "--flux_lora_target": "all+ffs",
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+ "--lr_scheduler": "constant",
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+ "--lr_warmup_steps": 0,
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+ "--user_prompt_library": "config/user_prompt_library.json"
43
+ }
config_20241022_131928/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
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+ {
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+ "id": "groovy_chair-512",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-512"
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+ },
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+ {
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+ "id": "groovy_chair-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-768"
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+ },
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+ {
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+ "id": "groovy_chair-1024",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
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+ },
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+ {
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+ "id": "kronester_teapot-512",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
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+ },
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+ {
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+ "id": "kronester_teapot-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
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+ },
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+ {
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+ "id": "kronester_teapot-1024",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
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+ },
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+ {
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+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
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+ "type": "local",
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+ "cache_dir": "cache//text",
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+ "disabled": false,
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+ "write_batch_size": 128
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+ }
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+ ]
config_20241022_131928/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_132201/config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "--resume_from_checkpoint": "latest",
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+ "--data_backend_config": "config/multidatabackend.json",
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+ "--aspect_bucket_rounding": 2,
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+ "--seed": 42,
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+ "--minimum_image_size": 0,
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+ "--disable_benchmark": false,
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+ "--output_dir": "output/sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328",
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+ "--lora_type": "standard",
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+ "--lycoris_config": "config/lycoris_config.json",
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+ "--max_train_steps": 1000,
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+ "--num_train_epochs": 0,
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+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328",
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+ "--tracker_run_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328",
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+ "--report_to": "wandb",
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+ "--model_type": "lora",
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+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
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+ "--model_family": "flux",
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+ "--train_batch_size": 1,
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+ "--gradient_checkpointing": "true",
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+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
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+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
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+ "--validation_resolution": "1024x1024",
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+ "--validation_guidance": "3.5",
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+ "--validation_guidance_rescale": "0.0",
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+ "--validation_num_inference_steps": "20",
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+ "--validation_prompt": "a photo of a woman",
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+ "--mixed_precision": "bf16",
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+ "--optimizer": "optimi-stableadamw",
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+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "1e-03",
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+ "--lora_rank": "16",
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+ "--lora_alpha": "16",
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+ "--flux_lora_target": "all+ffs",
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+ "--lr_scheduler": "constant",
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+ "--lr_warmup_steps": 0,
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+ "--user_prompt_library": "config/user_prompt_library.json"
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+ }
config_20241022_132201/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
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+ {
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+ "id": "groovy_chair-512",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-512"
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+ },
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+ {
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+ "id": "groovy_chair-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-768"
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+ },
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+ {
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+ "id": "groovy_chair-1024",
32
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
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+ },
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+ {
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+ "id": "kronester_teapot-512",
46
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
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+ },
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+ {
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+ "id": "kronester_teapot-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
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+ },
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+ {
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+ "id": "kronester_teapot-1024",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
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+ },
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+ {
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+ "id": "text-embed-cache",
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+ "dataset_type": "text_embeds",
89
+ "default": true,
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+ "type": "local",
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+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_132201/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_132823/config.env ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
config_20241022_132823/config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "--resume_from_checkpoint": "latest",
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+ "--data_backend_config": "config/multidatabackend.json",
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+ "--aspect_bucket_rounding": 2,
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+ "--seed": 42,
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+ "--minimum_image_size": 0,
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+ "--disable_benchmark": false,
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+ "--output_dir": "output/testing_dataset_20241022_132823",
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+ "--lora_type": "standard",
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+ "--lycoris_config": null,
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+ "--max_train_steps": 1000,
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+ "--num_train_epochs": 0,
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+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "testing_dataset_20241022_132823",
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+ "--tracker_run_name": "testing_dataset_20241022_132823",
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+ "--report_to": "wandb",
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+ "--model_type": "lora",
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+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
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+ "--model_family": "flux",
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+ "--train_batch_size": 1,
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+ "--gradient_checkpointing": "true",
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+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
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+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
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+ "--validation_resolution": "1024x1024",
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+ "--validation_guidance": "3.5",
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+ "--validation_guidance_rescale": "0.0",
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+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a woman",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "1e-03",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json",
41
+ "--lora_rank": "16",
42
+ "--lora_alpha": "16"
43
+ }
config_20241022_132823/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
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+ {
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+ "id": "groovy_chair-512",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-512"
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+ },
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+ {
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+ "id": "groovy_chair-768",
18
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-768"
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+ },
30
+ {
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+ "id": "groovy_chair-1024",
32
+ "type": "local",
33
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
34
+ "crop": false,
35
+ "crop_style": "random",
36
+ "minimum_image_size": 1024,
37
+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
43
+ },
44
+ {
45
+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
48
+ "crop": false,
49
+ "crop_style": "random",
50
+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
54
+ "metadata_backend": "discovery",
55
+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
57
+ },
58
+ {
59
+ "id": "kronester_teapot-768",
60
+ "type": "local",
61
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
62
+ "crop": false,
63
+ "crop_style": "random",
64
+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
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+ },
72
+ {
73
+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
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+ },
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+ {
87
+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_132823/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_132859/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--resume_from_checkpoint": "latest",
3
+ "--data_backend_config": "config/multidatabackend.json",
4
+ "--aspect_bucket_rounding": 2,
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+ "--seed": 42,
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+ "--minimum_image_size": 0,
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+ "--disable_benchmark": false,
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+ "--output_dir": "output/sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830",
9
+ "--lora_type": "lycoris",
10
+ "--lycoris_config": "config/lycoris_config.json",
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+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
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+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830",
16
+ "--tracker_run_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830",
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+ "--report_to": "wandb",
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+ "--model_type": "lora",
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+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
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+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
28
+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
30
+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a woman",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "2e-04",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json"
41
+ }
config_20241022_133006/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--resume_from_checkpoint": "latest",
3
+ "--data_backend_config": "config/multidatabackend.json",
4
+ "--aspect_bucket_rounding": 2,
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+ "--seed": 42,
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+ "--minimum_image_size": 0,
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+ "--disable_benchmark": false,
8
+ "--output_dir": "output/sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830",
9
+ "--lora_type": "lycoris",
10
+ "--lycoris_config": "config/lycoris_config.json",
11
+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
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+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
15
+ "--tracker_project_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830",
16
+ "--tracker_run_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830",
17
+ "--report_to": "wandb",
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+ "--model_type": "lora",
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+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
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+ "--model_family": "flux",
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+ "--train_batch_size": 1,
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+ "--gradient_checkpointing": "true",
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+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
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+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
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+ "--validation_resolution": "1024x1024",
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+ "--validation_guidance": "3.5",
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+ "--validation_guidance_rescale": "0.0",
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+ "--validation_num_inference_steps": "20",
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+ "--validation_prompt": "a photo of a woman",
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+ "--mixed_precision": "bf16",
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+ "--optimizer": "optimi-stableadamw",
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+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "2e-04",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json"
41
+ }
config_20241022_133006/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
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+ "id": "groovy_chair-512",
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+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "repeats": 0,
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-512"
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+ },
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+ {
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+ "id": "groovy_chair-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-768"
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+ },
30
+ {
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+ "id": "groovy_chair-1024",
32
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
34
+ "crop": false,
35
+ "crop_style": "random",
36
+ "minimum_image_size": 1024,
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+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
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+ },
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+ {
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+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
48
+ "crop": false,
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+ "crop_style": "random",
50
+ "minimum_image_size": 512,
51
+ "resolution": 512,
52
+ "resolution_type": "pixel_area",
53
+ "repeats": 0,
54
+ "metadata_backend": "discovery",
55
+ "caption_strategy": "textfile",
56
+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
57
+ },
58
+ {
59
+ "id": "kronester_teapot-768",
60
+ "type": "local",
61
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
62
+ "crop": false,
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+ "crop_style": "random",
64
+ "minimum_image_size": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
69
+ "caption_strategy": "textfile",
70
+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
71
+ },
72
+ {
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+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
76
+ "crop": false,
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+ "caption_strategy": "textfile",
84
+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
85
+ },
86
+ {
87
+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_133006/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_133534/config.env ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
config_20241022_133534/config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--resume_from_checkpoint": "latest",
3
+ "--data_backend_config": "config/multidatabackend.json",
4
+ "--aspect_bucket_rounding": 2,
5
+ "--seed": 42,
6
+ "--minimum_image_size": 0,
7
+ "--disable_benchmark": false,
8
+ "--output_dir": "output/testing_dataset_20241022_133534",
9
+ "--lora_type": "lycoris",
10
+ "--lycoris_config": "config/lycoris_config.json",
11
+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
13
+ "--checkpointing_steps": 100,
14
+ "--checkpoints_total_limit": 10,
15
+ "--tracker_project_name": "testing_dataset_20241022_133534",
16
+ "--tracker_run_name": "testing_dataset_20241022_133534",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
21
+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
26
+ "--validation_seed": 69,
27
+ "--validation_steps": "100",
28
+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
30
+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a woman",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "2e-04",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json",
41
+ "--hub_model_id": "testing_dataset_20241022_133534"
42
+ }
config_20241022_133534/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": "groovy_chair-512",
4
+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
6
+ "crop": false,
7
+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
14
+ "cache_dir_vae": "cache//groovy_chair-vae-512"
15
+ },
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+ {
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+ "id": "groovy_chair-768",
18
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
28
+ "cache_dir_vae": "cache//groovy_chair-vae-768"
29
+ },
30
+ {
31
+ "id": "groovy_chair-1024",
32
+ "type": "local",
33
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
34
+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "metadata_backend": "discovery",
41
+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
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+ },
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+ {
45
+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
48
+ "crop": false,
49
+ "crop_style": "random",
50
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51
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54
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55
+ "caption_strategy": "textfile",
56
+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
57
+ },
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+ {
59
+ "id": "kronester_teapot-768",
60
+ "type": "local",
61
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
62
+ "crop": false,
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+ "crop_style": "random",
64
+ "minimum_image_size": 768,
65
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+ "resolution_type": "pixel_area",
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+ "metadata_backend": "discovery",
69
+ "caption_strategy": "textfile",
70
+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
71
+ },
72
+ {
73
+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
76
+ "crop": false,
77
+ "crop_style": "random",
78
+ "minimum_image_size": 1024,
79
+ "resolution": 1024,
80
+ "resolution_type": "pixel_area",
81
+ "repeats": 0,
82
+ "metadata_backend": "discovery",
83
+ "caption_strategy": "textfile",
84
+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
85
+ },
86
+ {
87
+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_133534/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_133639/config.env ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
config_20241022_133639/config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--resume_from_checkpoint": "latest",
3
+ "--data_backend_config": "config/multidatabackend.json",
4
+ "--aspect_bucket_rounding": 2,
5
+ "--seed": 42,
6
+ "--minimum_image_size": 0,
7
+ "--disable_benchmark": false,
8
+ "--output_dir": "output/testing_dataset_20241022_133639",
9
+ "--lora_type": "standard",
10
+ "--lycoris_config": null,
11
+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
13
+ "--checkpointing_steps": 100,
14
+ "--checkpoints_total_limit": 10,
15
+ "--tracker_project_name": "testing_dataset_20241022_133639",
16
+ "--tracker_run_name": "testing_dataset_20241022_133639",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
21
+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
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+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
30
+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a woman",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "1e-03",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json",
41
+ "--lora_rank": "16",
42
+ "--lora_alpha": "16"
43
+ }
config_20241022_133639/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": "groovy_chair-512",
4
+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-512"
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+ },
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+ {
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+ "id": "groovy_chair-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-768"
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+ },
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+ {
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+ "id": "groovy_chair-1024",
32
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
36
+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
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+ },
44
+ {
45
+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
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+ },
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+ {
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+ "id": "kronester_teapot-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution_type": "pixel_area",
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
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+ },
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+ {
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+ "id": "kronester_teapot-1024",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
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+ },
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+ {
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+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_133639/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_134136/config.env ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
config_20241022_134136/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--lycoris_config": "config/lycoris_config.json",
3
+ "--resume_from_checkpoint": "latest",
4
+ "--data_backend_config": "config/multidatabackend.json",
5
+ "--aspect_bucket_rounding": 2,
6
+ "--seed": 42,
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+ "--minimum_image_size": 0,
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+ "--disable_benchmark": false,
9
+ "--output_dir": "output/testing_dataset_20241022_134136",
10
+ "--lora_type": "lycoris",
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+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
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+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "testing_dataset_20241022_134136",
16
+ "--tracker_run_name": "testing_dataset_20241022_134136",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
21
+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
24
+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
26
+ "--validation_seed": 69,
27
+ "--validation_steps": "100",
28
+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
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+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a woman",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "1e-03",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json"
41
+ }
config_20241022_134136/lycoris_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "algo": "lokr",
3
+ "multiplier": 1,
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+ "linear_dim": 1000000,
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+ "linear_alpha": 1,
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+ "factor": 16,
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+ "init_lokr_norm": 0.001,
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+ "apply_preset": {
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+ "target_module": [
10
+ "FluxTransformerBlock",
11
+ "FluxSingleTransformerBlock"
12
+ ],
13
+ "module_algo_map": {
14
+ "Attention": {
15
+ "factor": 16
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+ },
17
+ "FeedForward": {
18
+ "factor": 8
19
+ }
20
+ }
21
+ }
22
+ }
config_20241022_134136/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": "groovy_chair-512",
4
+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
7
+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
14
+ "cache_dir_vae": "cache//groovy_chair-vae-512"
15
+ },
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+ {
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+ "id": "groovy_chair-768",
18
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-768"
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+ },
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+ {
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+ "id": "groovy_chair-1024",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
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+ },
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+ {
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+ "id": "kronester_teapot-512",
46
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 512,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
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+ },
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+ {
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+ "id": "kronester_teapot-768",
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+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 768,
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
71
+ },
72
+ {
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+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
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+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
84
+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
85
+ },
86
+ {
87
+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_134136/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_134517/config.env ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
config_20241022_134517/config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--resume_from_checkpoint": "latest",
3
+ "--data_backend_config": "config/multidatabackend.json",
4
+ "--aspect_bucket_rounding": 2,
5
+ "--seed": 42,
6
+ "--minimum_image_size": 0,
7
+ "--disable_benchmark": false,
8
+ "--output_dir": "output/testing_dataset_20241022_134517",
9
+ "--lora_type": "standard",
10
+ "--lycoris_config": null,
11
+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
13
+ "--checkpointing_steps": 100,
14
+ "--checkpoints_total_limit": 10,
15
+ "--tracker_project_name": "testing_dataset_20241022_134517",
16
+ "--tracker_run_name": "testing_dataset_20241022_134517",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
21
+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
24
+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
26
+ "--validation_seed": 69,
27
+ "--validation_steps": "100",
28
+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
30
+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a woman",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "1e-03",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json",
41
+ "--lora_rank": "16",
42
+ "--lora_alpha": "16"
43
+ }
config_20241022_134517/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": "groovy_chair-512",
4
+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
6
+ "crop": false,
7
+ "crop_style": "random",
8
+ "minimum_image_size": 512,
9
+ "resolution": 512,
10
+ "resolution_type": "pixel_area",
11
+ "repeats": 0,
12
+ "metadata_backend": "discovery",
13
+ "caption_strategy": "textfile",
14
+ "cache_dir_vae": "cache//groovy_chair-vae-512"
15
+ },
16
+ {
17
+ "id": "groovy_chair-768",
18
+ "type": "local",
19
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
20
+ "crop": false,
21
+ "crop_style": "random",
22
+ "minimum_image_size": 768,
23
+ "resolution": 768,
24
+ "resolution_type": "pixel_area",
25
+ "repeats": 0,
26
+ "metadata_backend": "discovery",
27
+ "caption_strategy": "textfile",
28
+ "cache_dir_vae": "cache//groovy_chair-vae-768"
29
+ },
30
+ {
31
+ "id": "groovy_chair-1024",
32
+ "type": "local",
33
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
34
+ "crop": false,
35
+ "crop_style": "random",
36
+ "minimum_image_size": 1024,
37
+ "resolution": 1024,
38
+ "resolution_type": "pixel_area",
39
+ "repeats": 0,
40
+ "metadata_backend": "discovery",
41
+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
43
+ },
44
+ {
45
+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
48
+ "crop": false,
49
+ "crop_style": "random",
50
+ "minimum_image_size": 512,
51
+ "resolution": 512,
52
+ "resolution_type": "pixel_area",
53
+ "repeats": 0,
54
+ "metadata_backend": "discovery",
55
+ "caption_strategy": "textfile",
56
+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
57
+ },
58
+ {
59
+ "id": "kronester_teapot-768",
60
+ "type": "local",
61
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
62
+ "crop": false,
63
+ "crop_style": "random",
64
+ "minimum_image_size": 768,
65
+ "resolution": 768,
66
+ "resolution_type": "pixel_area",
67
+ "repeats": 0,
68
+ "metadata_backend": "discovery",
69
+ "caption_strategy": "textfile",
70
+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
71
+ },
72
+ {
73
+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
76
+ "crop": false,
77
+ "crop_style": "random",
78
+ "minimum_image_size": 1024,
79
+ "resolution": 1024,
80
+ "resolution_type": "pixel_area",
81
+ "repeats": 0,
82
+ "metadata_backend": "discovery",
83
+ "caption_strategy": "textfile",
84
+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
85
+ },
86
+ {
87
+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_134517/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_134638/config.env ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
config_20241022_134638/config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--resume_from_checkpoint": "latest",
3
+ "--data_backend_config": "config/multidatabackend.json",
4
+ "--aspect_bucket_rounding": 2,
5
+ "--seed": 42,
6
+ "--minimum_image_size": 0,
7
+ "--disable_benchmark": false,
8
+ "--output_dir": "output/testing_dataset_20241022_134638",
9
+ "--lora_type": "standard",
10
+ "--lycoris_config": null,
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+ "--max_train_steps": 1000,
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+ "--num_train_epochs": 0,
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+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "testing_dataset_20241022_134638",
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+ "--tracker_run_name": "testing_dataset_20241022_134638",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
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+ "--train_batch_size": 1,
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+ "--gradient_checkpointing": "true",
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+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
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+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
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+ "--validation_resolution": "1024x1024",
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+ "--validation_guidance": "3.5",
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+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a woman",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "1e-03",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json",
41
+ "--lora_rank": "16",
42
+ "--lora_alpha": "16"
43
+ }
config_20241022_135407/config.env ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
config_20241022_135407/config.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--resume_from_checkpoint": "latest",
3
+ "--data_backend_config": "config/multidatabackend.json",
4
+ "--aspect_bucket_rounding": 2,
5
+ "--seed": 42,
6
+ "--minimum_image_size": 0,
7
+ "--disable_benchmark": false,
8
+ "--output_dir": "output/testing_dataset_20241022_135407",
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+ "--lora_type": "standard",
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+ "--lycoris_config": null,
11
+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
13
+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "testing_dataset_20241022_135407",
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+ "--tracker_run_name": "testing_dataset_20241022_135407",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
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+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
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+ "--model_family": "flux",
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+ "--train_batch_size": 1,
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+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
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+ "--resolution_type": "pixel_area",
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+ "--resolution": 1024,
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+ "--validation_seed": 69,
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+ "--validation_steps": "100",
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+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
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+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a daisy",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "2e-04",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 0,
40
+ "--user_prompt_library": "config/user_prompt_library.json",
41
+ "--lora_rank": "16",
42
+ "--lora_alpha": "16"
43
+ }
config_20241022_135407/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": "groovy_chair-512",
4
+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
6
+ "crop": false,
7
+ "crop_style": "random",
8
+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
11
+ "repeats": 0,
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+ "metadata_backend": "discovery",
13
+ "caption_strategy": "textfile",
14
+ "cache_dir_vae": "cache//groovy_chair-vae-512"
15
+ },
16
+ {
17
+ "id": "groovy_chair-768",
18
+ "type": "local",
19
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
22
+ "minimum_image_size": 768,
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+ "resolution_type": "pixel_area",
25
+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
28
+ "cache_dir_vae": "cache//groovy_chair-vae-768"
29
+ },
30
+ {
31
+ "id": "groovy_chair-1024",
32
+ "type": "local",
33
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
35
+ "crop_style": "random",
36
+ "minimum_image_size": 1024,
37
+ "resolution": 1024,
38
+ "resolution_type": "pixel_area",
39
+ "repeats": 0,
40
+ "metadata_backend": "discovery",
41
+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
43
+ },
44
+ {
45
+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
48
+ "crop": false,
49
+ "crop_style": "random",
50
+ "minimum_image_size": 512,
51
+ "resolution": 512,
52
+ "resolution_type": "pixel_area",
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+ "repeats": 0,
54
+ "metadata_backend": "discovery",
55
+ "caption_strategy": "textfile",
56
+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
57
+ },
58
+ {
59
+ "id": "kronester_teapot-768",
60
+ "type": "local",
61
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
62
+ "crop": false,
63
+ "crop_style": "random",
64
+ "minimum_image_size": 768,
65
+ "resolution": 768,
66
+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
69
+ "caption_strategy": "textfile",
70
+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
71
+ },
72
+ {
73
+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
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+ "crop": false,
77
+ "crop_style": "random",
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+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
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+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
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+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
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+ },
86
+ {
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+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_135407/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_140406/config.env ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
4
+ TRAINING_DYNAMO_BACKEND=inductor
config_20241022_140406/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--lycoris_config": "config/lycoris_config.json",
3
+ "--resume_from_checkpoint": "latest",
4
+ "--data_backend_config": "config/multidatabackend.json",
5
+ "--aspect_bucket_rounding": 2,
6
+ "--seed": 42,
7
+ "--minimum_image_size": 0,
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+ "--disable_benchmark": false,
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+ "--output_dir": "output/testing_dataset_20241022_140406",
10
+ "--lora_type": "lycoris",
11
+ "--max_train_steps": 1000,
12
+ "--num_train_epochs": 0,
13
+ "--checkpointing_steps": 100,
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+ "--checkpoints_total_limit": 10,
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+ "--tracker_project_name": "testing_dataset_20241022_140406",
16
+ "--tracker_run_name": "testing_dataset_20241022_140406",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
21
+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
24
+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
26
+ "--validation_seed": 69,
27
+ "--validation_steps": "100",
28
+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
30
+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a daisy",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "2e-04",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 20,
40
+ "--user_prompt_library": "config/user_prompt_library.json"
41
+ }
config_20241022_140406/lycoris_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "algo": "lokr",
3
+ "multiplier": 1,
4
+ "linear_dim": 1000000,
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+ "linear_alpha": 1,
6
+ "factor": 6,
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+ "init_lokr_norm": 0.001,
8
+ "apply_preset": {
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+ "target_module": [
10
+ "FluxTransformerBlock",
11
+ "FluxSingleTransformerBlock"
12
+ ],
13
+ "module_algo_map": {
14
+ "Attention": {
15
+ "factor": 6
16
+ },
17
+ "FeedForward": {
18
+ "factor": 4
19
+ }
20
+ }
21
+ }
22
+ }
config_20241022_140406/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": "groovy_chair-512",
4
+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
6
+ "crop": false,
7
+ "crop_style": "random",
8
+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
11
+ "repeats": 0,
12
+ "metadata_backend": "discovery",
13
+ "caption_strategy": "textfile",
14
+ "cache_dir_vae": "cache//groovy_chair-vae-512"
15
+ },
16
+ {
17
+ "id": "groovy_chair-768",
18
+ "type": "local",
19
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
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+ "crop_style": "random",
22
+ "minimum_image_size": 768,
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+ "resolution": 768,
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+ "resolution_type": "pixel_area",
25
+ "repeats": 0,
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+ "metadata_backend": "discovery",
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+ "caption_strategy": "textfile",
28
+ "cache_dir_vae": "cache//groovy_chair-vae-768"
29
+ },
30
+ {
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+ "id": "groovy_chair-1024",
32
+ "type": "local",
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+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
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+ "crop": false,
35
+ "crop_style": "random",
36
+ "minimum_image_size": 1024,
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+ "resolution": 1024,
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+ "resolution_type": "pixel_area",
39
+ "repeats": 0,
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+ "metadata_backend": "discovery",
41
+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
43
+ },
44
+ {
45
+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
48
+ "crop": false,
49
+ "crop_style": "random",
50
+ "minimum_image_size": 512,
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+ "resolution": 512,
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+ "resolution_type": "pixel_area",
53
+ "repeats": 0,
54
+ "metadata_backend": "discovery",
55
+ "caption_strategy": "textfile",
56
+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
57
+ },
58
+ {
59
+ "id": "kronester_teapot-768",
60
+ "type": "local",
61
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
62
+ "crop": false,
63
+ "crop_style": "random",
64
+ "minimum_image_size": 768,
65
+ "resolution": 768,
66
+ "resolution_type": "pixel_area",
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+ "repeats": 0,
68
+ "metadata_backend": "discovery",
69
+ "caption_strategy": "textfile",
70
+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
71
+ },
72
+ {
73
+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
76
+ "crop": false,
77
+ "crop_style": "random",
78
+ "minimum_image_size": 1024,
79
+ "resolution": 1024,
80
+ "resolution_type": "pixel_area",
81
+ "repeats": 0,
82
+ "metadata_backend": "discovery",
83
+ "caption_strategy": "textfile",
84
+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
85
+ },
86
+ {
87
+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_140406/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_140832/config.env ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
4
+ TRAINING_DYNAMO_BACKEND=inductor
config_20241022_140832/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--lycoris_config": "config/lycoris_config.json",
3
+ "--resume_from_checkpoint": "latest",
4
+ "--data_backend_config": "config/multidatabackend.json",
5
+ "--aspect_bucket_rounding": 2,
6
+ "--seed": 42,
7
+ "--minimum_image_size": 0,
8
+ "--disable_benchmark": false,
9
+ "--output_dir": "output/testing_dataset_20241022_140832",
10
+ "--lora_type": "lycoris",
11
+ "--max_train_steps": 10000,
12
+ "--num_train_epochs": 0,
13
+ "--checkpointing_steps": 1000,
14
+ "--checkpoints_total_limit": 10,
15
+ "--tracker_project_name": "testing_dataset_20241022_140832",
16
+ "--tracker_run_name": "testing_dataset_20241022_140832",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
21
+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
24
+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
26
+ "--validation_seed": 69,
27
+ "--validation_steps": "100",
28
+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
30
+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a daisy",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "2e-04",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 100,
40
+ "--user_prompt_library": "config/user_prompt_library.json"
41
+ }
config_20241022_140832/lycoris_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "algo": "lokr",
3
+ "multiplier": 1,
4
+ "linear_dim": 1000000,
5
+ "linear_alpha": 1,
6
+ "factor": 6,
7
+ "init_lokr_norm": 0.001,
8
+ "apply_preset": {
9
+ "target_module": [
10
+ "FluxTransformerBlock",
11
+ "FluxSingleTransformerBlock"
12
+ ],
13
+ "module_algo_map": {
14
+ "Attention": {
15
+ "factor": 6
16
+ },
17
+ "FeedForward": {
18
+ "factor": 4
19
+ }
20
+ }
21
+ }
22
+ }
config_20241022_140832/multidatabackend.json ADDED
@@ -0,0 +1,95 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "id": "groovy_chair-512",
4
+ "type": "local",
5
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
6
+ "crop": false,
7
+ "crop_style": "random",
8
+ "minimum_image_size": 512,
9
+ "resolution": 512,
10
+ "resolution_type": "pixel_area",
11
+ "repeats": 0,
12
+ "metadata_backend": "discovery",
13
+ "caption_strategy": "textfile",
14
+ "cache_dir_vae": "cache//groovy_chair-vae-512"
15
+ },
16
+ {
17
+ "id": "groovy_chair-768",
18
+ "type": "local",
19
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
20
+ "crop": false,
21
+ "crop_style": "random",
22
+ "minimum_image_size": 768,
23
+ "resolution": 768,
24
+ "resolution_type": "pixel_area",
25
+ "repeats": 0,
26
+ "metadata_backend": "discovery",
27
+ "caption_strategy": "textfile",
28
+ "cache_dir_vae": "cache//groovy_chair-vae-768"
29
+ },
30
+ {
31
+ "id": "groovy_chair-1024",
32
+ "type": "local",
33
+ "instance_data_dir": "datasets/testing_dataset/groovy_chair",
34
+ "crop": false,
35
+ "crop_style": "random",
36
+ "minimum_image_size": 1024,
37
+ "resolution": 1024,
38
+ "resolution_type": "pixel_area",
39
+ "repeats": 0,
40
+ "metadata_backend": "discovery",
41
+ "caption_strategy": "textfile",
42
+ "cache_dir_vae": "cache//groovy_chair-vae-1024"
43
+ },
44
+ {
45
+ "id": "kronester_teapot-512",
46
+ "type": "local",
47
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
48
+ "crop": false,
49
+ "crop_style": "random",
50
+ "minimum_image_size": 512,
51
+ "resolution": 512,
52
+ "resolution_type": "pixel_area",
53
+ "repeats": 0,
54
+ "metadata_backend": "discovery",
55
+ "caption_strategy": "textfile",
56
+ "cache_dir_vae": "cache//kronester_teapot-vae-512"
57
+ },
58
+ {
59
+ "id": "kronester_teapot-768",
60
+ "type": "local",
61
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
62
+ "crop": false,
63
+ "crop_style": "random",
64
+ "minimum_image_size": 768,
65
+ "resolution": 768,
66
+ "resolution_type": "pixel_area",
67
+ "repeats": 0,
68
+ "metadata_backend": "discovery",
69
+ "caption_strategy": "textfile",
70
+ "cache_dir_vae": "cache//kronester_teapot-vae-768"
71
+ },
72
+ {
73
+ "id": "kronester_teapot-1024",
74
+ "type": "local",
75
+ "instance_data_dir": "datasets/testing_dataset/kronester_teapot",
76
+ "crop": false,
77
+ "crop_style": "random",
78
+ "minimum_image_size": 1024,
79
+ "resolution": 1024,
80
+ "resolution_type": "pixel_area",
81
+ "repeats": 0,
82
+ "metadata_backend": "discovery",
83
+ "caption_strategy": "textfile",
84
+ "cache_dir_vae": "cache//kronester_teapot-vae-1024"
85
+ },
86
+ {
87
+ "id": "text-embed-cache",
88
+ "dataset_type": "text_embeds",
89
+ "default": true,
90
+ "type": "local",
91
+ "cache_dir": "cache//text",
92
+ "disabled": false,
93
+ "write_batch_size": 128
94
+ }
95
+ ]
config_20241022_140832/user_prompt_library.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "groovy_chair_1": "bscgrvy chair, material closeup, white background",
3
+ "groovy_chair_2": "bscgrvy chair, front view, white background",
4
+ "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background",
5
+ "groovy_chair_4": "bscgrvy chair, front view, white background",
6
+ "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background",
7
+ "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background",
8
+ "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background",
9
+ "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background"
10
+ }
config_20241022_142032/config.env ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ MIXED_PRECISION=bf16
2
+ TRAINING_NUM_PROCESSES=8
3
+ TRAINING_NUM_MACHINES=1
4
+ TRAINING_DYNAMO_BACKEND=inductor
config_20241022_142032/config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "--lycoris_config": "config/lycoris_config.json",
3
+ "--resume_from_checkpoint": "latest",
4
+ "--data_backend_config": "config/multidatabackend.json",
5
+ "--aspect_bucket_rounding": 2,
6
+ "--seed": 42,
7
+ "--minimum_image_size": 0,
8
+ "--disable_benchmark": false,
9
+ "--output_dir": "output/testing_dataset_20241022_142032",
10
+ "--lora_type": "lycoris",
11
+ "--max_train_steps": 10000,
12
+ "--num_train_epochs": 0,
13
+ "--checkpointing_steps": 1000,
14
+ "--checkpoints_total_limit": 10,
15
+ "--tracker_project_name": "testing_dataset_20241022_142032",
16
+ "--tracker_run_name": "testing_dataset_20241022_142032",
17
+ "--report_to": "wandb",
18
+ "--model_type": "lora",
19
+ "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
20
+ "--model_family": "flux",
21
+ "--train_batch_size": 1,
22
+ "--gradient_checkpointing": "true",
23
+ "--caption_dropout_probability": 0.05,
24
+ "--resolution_type": "pixel_area",
25
+ "--resolution": 1024,
26
+ "--validation_seed": 69,
27
+ "--validation_steps": "100",
28
+ "--validation_resolution": "1024x1024",
29
+ "--validation_guidance": "3.5",
30
+ "--validation_guidance_rescale": "0.0",
31
+ "--validation_num_inference_steps": "20",
32
+ "--validation_prompt": "a photo of a daisy",
33
+ "--mixed_precision": "bf16",
34
+ "--optimizer": "optimi-stableadamw",
35
+ "--optimizer_config": "weight_decay=1e-3",
36
+ "--learning_rate": "2e-04",
37
+ "--flux_lora_target": "all+ffs",
38
+ "--lr_scheduler": "constant",
39
+ "--lr_warmup_steps": 100,
40
+ "--user_prompt_library": "config/user_prompt_library.json"
41
+ }
config_20241022_142032/lycoris_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "algo": "lokr",
3
+ "multiplier": 1,
4
+ "linear_dim": 1000000,
5
+ "linear_alpha": 1,
6
+ "factor": 6,
7
+ "init_lokr_norm": 0.001,
8
+ "apply_preset": {
9
+ "target_module": [
10
+ "FluxTransformerBlock",
11
+ "FluxSingleTransformerBlock"
12
+ ],
13
+ "module_algo_map": {
14
+ "Attention": {
15
+ "factor": 6
16
+ },
17
+ "FeedForward": {
18
+ "factor": 4
19
+ }
20
+ }
21
+ }
22
+ }