diff --git a/config_20241022_131928/config.json b/config_20241022_131928/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2737d3bc68ebfba2dd48e292d4f5754364b311fe --- /dev/null +++ b/config_20241022_131928/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328", + "--lora_type": "standard", + "--lycoris_config": "config/lycoris_config.json", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328", + "--tracker_run_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--lora_rank": "16", + "--lora_alpha": "16", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_131928/multidatabackend.json b/config_20241022_131928/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_131928/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_131928/user_prompt_library.json b/config_20241022_131928/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_131928/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_132201/config.json b/config_20241022_132201/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2737d3bc68ebfba2dd48e292d4f5754364b311fe --- /dev/null +++ b/config_20241022_132201/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328", + "--lora_type": "standard", + "--lycoris_config": "config/lycoris_config.json", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328", + "--tracker_run_name": "sndylngrctl_bows_standard_b1_optimi-stableadamw_1e-03_20241010_135328", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--lora_rank": "16", + "--lora_alpha": "16", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_132201/multidatabackend.json b/config_20241022_132201/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_132201/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_132201/user_prompt_library.json b/config_20241022_132201/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_132201/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_132823/config.env b/config_20241022_132823/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_132823/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_132823/config.json b/config_20241022_132823/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6ec84c6df5960a1d3b14fe264857d1810a93440f --- /dev/null +++ b/config_20241022_132823/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_132823", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_132823", + "--tracker_run_name": "testing_dataset_20241022_132823", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16" +} \ No newline at end of file diff --git a/config_20241022_132823/multidatabackend.json b/config_20241022_132823/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_132823/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_132823/user_prompt_library.json b/config_20241022_132823/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_132823/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_132859/config.json b/config_20241022_132859/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ba883e2aa1563ee5ad6c348051c8b36af9113f9c --- /dev/null +++ b/config_20241022_132859/config.json @@ -0,0 +1,41 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830", + "--lora_type": "lycoris", + "--lycoris_config": "config/lycoris_config.json", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830", + "--tracker_run_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_133006/config.json b/config_20241022_133006/config.json new file mode 100644 index 0000000000000000000000000000000000000000..ba883e2aa1563ee5ad6c348051c8b36af9113f9c --- /dev/null +++ b/config_20241022_133006/config.json @@ -0,0 +1,41 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830", + "--lora_type": "lycoris", + "--lycoris_config": "config/lycoris_config.json", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830", + "--tracker_run_name": "sndyokly_concepts_lycoris_b1_optimi-stableadamw_2e-04_20241013_163830", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_133006/multidatabackend.json b/config_20241022_133006/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_133006/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_133006/user_prompt_library.json b/config_20241022_133006/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_133006/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_133534/config.env b/config_20241022_133534/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_133534/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_133534/config.json b/config_20241022_133534/config.json new file mode 100644 index 0000000000000000000000000000000000000000..97bc3aa3afbeade23384cf3b247e426b2175b2b5 --- /dev/null +++ b/config_20241022_133534/config.json @@ -0,0 +1,42 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_133534", + "--lora_type": "lycoris", + "--lycoris_config": "config/lycoris_config.json", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_133534", + "--tracker_run_name": "testing_dataset_20241022_133534", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_133534" +} \ No newline at end of file diff --git a/config_20241022_133534/multidatabackend.json b/config_20241022_133534/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_133534/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_133534/user_prompt_library.json b/config_20241022_133534/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_133534/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_133639/config.env b/config_20241022_133639/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_133639/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_133639/config.json b/config_20241022_133639/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5faa29a173bd17265e19493db772e8f7930d53d2 --- /dev/null +++ b/config_20241022_133639/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_133639", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_133639", + "--tracker_run_name": "testing_dataset_20241022_133639", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16" +} \ No newline at end of file diff --git a/config_20241022_133639/multidatabackend.json b/config_20241022_133639/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_133639/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_133639/user_prompt_library.json b/config_20241022_133639/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_133639/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_134136/config.env b/config_20241022_134136/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_134136/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_134136/config.json b/config_20241022_134136/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b18251f126555fea21bbc206d593b96d87df6b06 --- /dev/null +++ b/config_20241022_134136/config.json @@ -0,0 +1,41 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_134136", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_134136", + "--tracker_run_name": "testing_dataset_20241022_134136", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_134136/lycoris_config.json b/config_20241022_134136/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_134136/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_134136/multidatabackend.json b/config_20241022_134136/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_134136/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_134136/user_prompt_library.json b/config_20241022_134136/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_134136/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_134517/config.env b/config_20241022_134517/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_134517/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_134517/config.json b/config_20241022_134517/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9d31729c88076529a026fd577f464af53790d441 --- /dev/null +++ b/config_20241022_134517/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_134517", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_134517", + "--tracker_run_name": "testing_dataset_20241022_134517", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16" +} \ No newline at end of file diff --git a/config_20241022_134517/multidatabackend.json b/config_20241022_134517/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_134517/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_134517/user_prompt_library.json b/config_20241022_134517/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_134517/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_134638/config.env b/config_20241022_134638/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_134638/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_134638/config.json b/config_20241022_134638/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5bfa1b956a038fe1ea0e18adf83735f7a7d847b1 --- /dev/null +++ b/config_20241022_134638/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_134638", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_134638", + "--tracker_run_name": "testing_dataset_20241022_134638", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16" +} \ No newline at end of file diff --git a/config_20241022_135407/config.env b/config_20241022_135407/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_135407/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_135407/config.json b/config_20241022_135407/config.json new file mode 100644 index 0000000000000000000000000000000000000000..2a80ce96cd1c6e00a40e14b2f70b5fbb6c1649be --- /dev/null +++ b/config_20241022_135407/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_135407", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_135407", + "--tracker_run_name": "testing_dataset_20241022_135407", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16" +} \ No newline at end of file diff --git a/config_20241022_135407/multidatabackend.json b/config_20241022_135407/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_135407/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_135407/user_prompt_library.json b/config_20241022_135407/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_135407/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_140406/config.env b/config_20241022_140406/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_140406/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_140406/config.json b/config_20241022_140406/config.json new file mode 100644 index 0000000000000000000000000000000000000000..81e92e73064b41a93fb219b8243a27b27bcda957 --- /dev/null +++ b/config_20241022_140406/config.json @@ -0,0 +1,41 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_140406", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_140406", + "--tracker_run_name": "testing_dataset_20241022_140406", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 20, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_140406/lycoris_config.json b/config_20241022_140406/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f5681aded5a62fe502527387264445e5f26c66c4 --- /dev/null +++ b/config_20241022_140406/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 6, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 6 + }, + "FeedForward": { + "factor": 4 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_140406/multidatabackend.json b/config_20241022_140406/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_140406/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_140406/user_prompt_library.json b/config_20241022_140406/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_140406/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_140832/config.env b/config_20241022_140832/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_140832/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_140832/config.json b/config_20241022_140832/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1fcafba6d2adc0dcdc89f0951b69e6d316ca7876 --- /dev/null +++ b/config_20241022_140832/config.json @@ -0,0 +1,41 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_140832", + "--lora_type": "lycoris", + "--max_train_steps": 10000, + "--num_train_epochs": 0, + "--checkpointing_steps": 1000, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_140832", + "--tracker_run_name": "testing_dataset_20241022_140832", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 100, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_140832/lycoris_config.json b/config_20241022_140832/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f5681aded5a62fe502527387264445e5f26c66c4 --- /dev/null +++ b/config_20241022_140832/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 6, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 6 + }, + "FeedForward": { + "factor": 4 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_140832/multidatabackend.json b/config_20241022_140832/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_140832/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_140832/user_prompt_library.json b/config_20241022_140832/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_140832/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_142032/config.env b/config_20241022_142032/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_142032/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_142032/config.json b/config_20241022_142032/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b9e0eaeab019e395f54e353f3ec2d8ddf101d771 --- /dev/null +++ b/config_20241022_142032/config.json @@ -0,0 +1,41 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_142032", + "--lora_type": "lycoris", + "--max_train_steps": 10000, + "--num_train_epochs": 0, + "--checkpointing_steps": 1000, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_142032", + "--tracker_run_name": "testing_dataset_20241022_142032", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 100, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_142032/lycoris_config.json b/config_20241022_142032/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f5681aded5a62fe502527387264445e5f26c66c4 --- /dev/null +++ b/config_20241022_142032/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 6, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 6 + }, + "FeedForward": { + "factor": 4 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_142032/multidatabackend.json b/config_20241022_142032/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_142032/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_142032/user_prompt_library.json b/config_20241022_142032/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_142032/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_142400/config.env b/config_20241022_142400/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_142400/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_142400/config.json b/config_20241022_142400/config.json new file mode 100644 index 0000000000000000000000000000000000000000..d1910bb90cac77ceddd10c06c30f0ce6776022e2 --- /dev/null +++ b/config_20241022_142400/config.json @@ -0,0 +1,41 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_142400", + "--lora_type": "lycoris", + "--max_train_steps": 10000, + "--num_train_epochs": 0, + "--checkpointing_steps": 1000, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_142400", + "--tracker_run_name": "testing_dataset_20241022_142400", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_142400/lycoris_config.json b/config_20241022_142400/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3c3b3ebcb0cf5cb15a2340cc7cad0e3340fae815 --- /dev/null +++ b/config_20241022_142400/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 12, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 12 + }, + "FeedForward": { + "factor": 6 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_142400/multidatabackend.json b/config_20241022_142400/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_142400/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_142400/user_prompt_library.json b/config_20241022_142400/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_142400/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_142620/config.env b/config_20241022_142620/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_142620/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_142620/config.json b/config_20241022_142620/config.json new file mode 100644 index 0000000000000000000000000000000000000000..78a9db722f1b0bb7f02c3f32ea084cd1cf6caf01 --- /dev/null +++ b/config_20241022_142620/config.json @@ -0,0 +1,41 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_142620", + "--lora_type": "lycoris", + "--max_train_steps": 10000, + "--num_train_epochs": 0, + "--checkpointing_steps": 1000, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_142620", + "--tracker_run_name": "testing_dataset_20241022_142620", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "2e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 100, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_142620/lycoris_config.json b/config_20241022_142620/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_142620/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_142620/multidatabackend.json b/config_20241022_142620/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_142620/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_142620/user_prompt_library.json b/config_20241022_142620/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_142620/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_142838/config.env b/config_20241022_142838/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_142838/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_142838/config.json b/config_20241022_142838/config.json new file mode 100644 index 0000000000000000000000000000000000000000..92402233c2224fc6db98a3cfebe1097a50d085ce --- /dev/null +++ b/config_20241022_142838/config.json @@ -0,0 +1,41 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_142838", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_142838", + "--tracker_run_name": "testing_dataset_20241022_142838", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json" +} \ No newline at end of file diff --git a/config_20241022_142838/lycoris_config.json b/config_20241022_142838/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_142838/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_142838/multidatabackend.json b/config_20241022_142838/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_142838/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_142838/user_prompt_library.json b/config_20241022_142838/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_142838/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_142950/config.env b/config_20241022_142950/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_142950/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_142950/config.json b/config_20241022_142950/config.json new file mode 100644 index 0000000000000000000000000000000000000000..089a01cacb12e372162c4b2149403da69a0a3863 --- /dev/null +++ b/config_20241022_142950/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_142950", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_142950", + "--tracker_run_name": "testing_dataset_20241022_142950", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16" +} \ No newline at end of file diff --git a/config_20241022_142950/multidatabackend.json b/config_20241022_142950/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..499618bb7d389a2e0799da69d070f18c1bacb54f --- /dev/null +++ b/config_20241022_142950/multidatabackend.json @@ -0,0 +1,53 @@ +[ + { + "id": "testing_dataset-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-512" + }, + { + "id": "testing_dataset-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-768" + }, + { + "id": "testing_dataset-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_142950/user_prompt_library.json b/config_20241022_142950/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5d2f7cc41bdb9e08b0923c1e8d5ee2963c4564 --- /dev/null +++ b/config_20241022_142950/user_prompt_library.json @@ -0,0 +1,6 @@ +{ + "testing_dataset_1": "a photo of testing dataset", + "testing_dataset_2": "a photo of testing dataset", + "testing_dataset_3": "a photo of testing dataset", + "testing_dataset_4": "a photo of testing dataset" +} \ No newline at end of file diff --git a/config_20241022_143130/config.env b/config_20241022_143130/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_143130/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_143130/config.json b/config_20241022_143130/config.json new file mode 100644 index 0000000000000000000000000000000000000000..29ab0f2980a066ceb3328110b38f1ad379db9630 --- /dev/null +++ b/config_20241022_143130/config.json @@ -0,0 +1,43 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_143130", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 100, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 1, + "--tracker_project_name": "testing_dataset_20241022_143130", + "--tracker_run_name": "testing_dataset_20241022_143130", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16" +} \ No newline at end of file diff --git a/config_20241022_143130/multidatabackend.json b/config_20241022_143130/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..499618bb7d389a2e0799da69d070f18c1bacb54f --- /dev/null +++ b/config_20241022_143130/multidatabackend.json @@ -0,0 +1,53 @@ +[ + { + "id": "testing_dataset-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-512" + }, + { + "id": "testing_dataset-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-768" + }, + { + "id": "testing_dataset-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_143130/user_prompt_library.json b/config_20241022_143130/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5d2f7cc41bdb9e08b0923c1e8d5ee2963c4564 --- /dev/null +++ b/config_20241022_143130/user_prompt_library.json @@ -0,0 +1,6 @@ +{ + "testing_dataset_1": "a photo of testing dataset", + "testing_dataset_2": "a photo of testing dataset", + "testing_dataset_3": "a photo of testing dataset", + "testing_dataset_4": "a photo of testing dataset" +} \ No newline at end of file diff --git a/config_20241022_143554/config.env b/config_20241022_143554/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/config_20241022_143554/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/config_20241022_143554/config.json b/config_20241022_143554/config.json new file mode 100644 index 0000000000000000000000000000000000000000..17a0118ed7b78dba9aa784696ea9258b569090e5 --- /dev/null +++ b/config_20241022_143554/config.json @@ -0,0 +1,44 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_143604", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 100, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 1, + "--tracker_project_name": "testing_dataset_20241022_143604", + "--tracker_run_name": "testing_dataset_20241022_143604", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16", + "--hub_model_id": "testing_dataset_20241022_143604" +} \ No newline at end of file diff --git a/config_20241022_143554/multidatabackend.json b/config_20241022_143554/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..499618bb7d389a2e0799da69d070f18c1bacb54f --- /dev/null +++ b/config_20241022_143554/multidatabackend.json @@ -0,0 +1,53 @@ +[ + { + "id": "testing_dataset-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-512" + }, + { + "id": "testing_dataset-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-768" + }, + { + "id": "testing_dataset-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_143554/user_prompt_library.json b/config_20241022_143554/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5d2f7cc41bdb9e08b0923c1e8d5ee2963c4564 --- /dev/null +++ b/config_20241022_143554/user_prompt_library.json @@ -0,0 +1,6 @@ +{ + "testing_dataset_1": "a photo of testing dataset", + "testing_dataset_2": "a photo of testing dataset", + "testing_dataset_3": "a photo of testing dataset", + "testing_dataset_4": "a photo of testing dataset" +} \ No newline at end of file diff --git a/config_20241022_143706/config.env b/config_20241022_143706/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_143706/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_143706/config.json b/config_20241022_143706/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b9f14b3e7bacd990bbdc15d6590b533b455b9d11 --- /dev/null +++ b/config_20241022_143706/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_143706", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_143706", + "--tracker_run_name": "testing_dataset_20241022_143706", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_143706" +} \ No newline at end of file diff --git a/config_20241022_143706/lycoris_config.json b/config_20241022_143706/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_143706/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_143706/multidatabackend.json b/config_20241022_143706/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..499618bb7d389a2e0799da69d070f18c1bacb54f --- /dev/null +++ b/config_20241022_143706/multidatabackend.json @@ -0,0 +1,53 @@ +[ + { + "id": "testing_dataset-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-512" + }, + { + "id": "testing_dataset-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-768" + }, + { + "id": "testing_dataset-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_143706/user_prompt_library.json b/config_20241022_143706/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5d2f7cc41bdb9e08b0923c1e8d5ee2963c4564 --- /dev/null +++ b/config_20241022_143706/user_prompt_library.json @@ -0,0 +1,6 @@ +{ + "testing_dataset_1": "a photo of testing dataset", + "testing_dataset_2": "a photo of testing dataset", + "testing_dataset_3": "a photo of testing dataset", + "testing_dataset_4": "a photo of testing dataset" +} \ No newline at end of file diff --git a/config_20241022_143835/config.env b/config_20241022_143835/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_143835/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_143835/config.json b/config_20241022_143835/config.json new file mode 100644 index 0000000000000000000000000000000000000000..7cb8a8597cb2520c6662040e60adbc68b3953135 --- /dev/null +++ b/config_20241022_143835/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_143835", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset_20241022_143835", + "--tracker_run_name": "testing_dataset_20241022_143835", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_143835" +} \ No newline at end of file diff --git a/config_20241022_143835/lycoris_config.json b/config_20241022_143835/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_143835/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_143835/multidatabackend.json b/config_20241022_143835/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..499618bb7d389a2e0799da69d070f18c1bacb54f --- /dev/null +++ b/config_20241022_143835/multidatabackend.json @@ -0,0 +1,53 @@ +[ + { + "id": "testing_dataset-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-512" + }, + { + "id": "testing_dataset-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-768" + }, + { + "id": "testing_dataset-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//testing_dataset-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_143835/user_prompt_library.json b/config_20241022_143835/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..6b5d2f7cc41bdb9e08b0923c1e8d5ee2963c4564 --- /dev/null +++ b/config_20241022_143835/user_prompt_library.json @@ -0,0 +1,6 @@ +{ + "testing_dataset_1": "a photo of testing dataset", + "testing_dataset_2": "a photo of testing dataset", + "testing_dataset_3": "a photo of testing dataset", + "testing_dataset_4": "a photo of testing dataset" +} \ No newline at end of file diff --git a/config_20241022_144150/config.env b/config_20241022_144150/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_144150/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_144150/lycoris_config.json b/config_20241022_144150/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_144150/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_144219/config.env b/config_20241022_144219/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_144219/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_144219/config.json b/config_20241022_144219/config.json new file mode 100644 index 0000000000000000000000000000000000000000..250ba3fe8a935e381da44fef875e55915470ec7f --- /dev/null +++ b/config_20241022_144219/config.json @@ -0,0 +1,15 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_144219", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": \ No newline at end of file diff --git a/config_20241022_144219/lycoris_config.json b/config_20241022_144219/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_144219/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_144437/config.env b/config_20241022_144437/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_144437/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_144437/config.json b/config_20241022_144437/config.json new file mode 100644 index 0000000000000000000000000000000000000000..6acbc8506241caa0353109b07f683ecc2cf38969 --- /dev/null +++ b/config_20241022_144437/config.json @@ -0,0 +1,44 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_144437", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": [ + "testing_dataset" + ], + "--tracker_run_name": "testing_dataset_20241022_144437", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_144437" +} \ No newline at end of file diff --git a/config_20241022_144437/lycoris_config.json b/config_20241022_144437/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_144437/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_144607/config.env b/config_20241022_144607/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_144607/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_144607/config.json b/config_20241022_144607/config.json new file mode 100644 index 0000000000000000000000000000000000000000..8e0a1e03eb3c56566972d46d32ac9a0ae7523dc2 --- /dev/null +++ b/config_20241022_144607/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_144607", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset", + "--tracker_run_name": "testing_dataset_20241022_144607", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_144607" +} \ No newline at end of file diff --git a/config_20241022_144607/lycoris_config.json b/config_20241022_144607/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_144607/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_144607/multidatabackend.json b/config_20241022_144607/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_144607/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_144607/user_prompt_library.json b/config_20241022_144607/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_144607/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_145554/config.env b/config_20241022_145554/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_145554/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_145554/config.json b/config_20241022_145554/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5d489ffe1bd4001dea8ebf604f5a4f58e13c96c5 --- /dev/null +++ b/config_20241022_145554/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_145554", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset", + "--tracker_run_name": "testing_dataset_20241022_145554", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_145554" +} \ No newline at end of file diff --git a/config_20241022_145554/lycoris_config.json b/config_20241022_145554/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_145554/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_145554/multidatabackend.json b/config_20241022_145554/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_145554/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_145554/user_prompt_library.json b/config_20241022_145554/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_145554/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_150225/config.env b/config_20241022_150225/config.env new file mode 100644 index 0000000000000000000000000000000000000000..e1cc57e01724b4b74edaadab9809eff6ae824a26 --- /dev/null +++ b/config_20241022_150225/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_150225/config.json b/config_20241022_150225/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ed3ee104c2486181de8ef74db84d6f42f1bcbbd --- /dev/null +++ b/config_20241022_150225/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_150225", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset", + "--tracker_run_name": "testing_dataset_20241022_150225", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_150225" +} \ No newline at end of file diff --git a/config_20241022_150225/lycoris_config.json b/config_20241022_150225/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_150225/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_150225/multidatabackend.json b/config_20241022_150225/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_150225/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_150225/user_prompt_library.json b/config_20241022_150225/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_150225/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_152913/config.json b/config_20241022_152913/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ed3ee104c2486181de8ef74db84d6f42f1bcbbd --- /dev/null +++ b/config_20241022_152913/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_150225", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset", + "--tracker_run_name": "testing_dataset_20241022_150225", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_150225" +} \ No newline at end of file diff --git a/config_20241022_152913/multidatabackend.json b/config_20241022_152913/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_152913/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_152913/user_prompt_library.json b/config_20241022_152913/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_152913/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_153043/config.env b/config_20241022_153043/config.env new file mode 100644 index 0000000000000000000000000000000000000000..f628e998a5fc698c29028c16645a8b3b0702de23 --- /dev/null +++ b/config_20241022_153043/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_153043/config.json b/config_20241022_153043/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3146a199d9fd99a409a1964ccbd1278f4f5cd00d --- /dev/null +++ b/config_20241022_153043/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_153043", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset", + "--tracker_run_name": "testing_dataset_20241022_153043", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_153043" +} \ No newline at end of file diff --git a/config_20241022_153043/lycoris_config.json b/config_20241022_153043/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_153043/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_153043/multidatabackend.json b/config_20241022_153043/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_153043/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_153043/user_prompt_library.json b/config_20241022_153043/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_153043/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/config_20241022_153211/config.env b/config_20241022_153211/config.env new file mode 100644 index 0000000000000000000000000000000000000000..f628e998a5fc698c29028c16645a8b3b0702de23 --- /dev/null +++ b/config_20241022_153211/config.env @@ -0,0 +1,4 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 +TRAINING_DYNAMO_BACKEND=inductor diff --git a/config_20241022_153211/config.json b/config_20241022_153211/config.json new file mode 100644 index 0000000000000000000000000000000000000000..9527ae4f25a04e70af65a4abaf805187e780c3e9 --- /dev/null +++ b/config_20241022_153211/config.json @@ -0,0 +1,42 @@ +{ + "--lycoris_config": "config/lycoris_config.json", + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/testing_dataset_20241022_153211", + "--lora_type": "lycoris", + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "testing_dataset", + "--tracker_run_name": "testing_dataset_20241022_153211", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 1, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a daisy", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "4e-04", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--hub_model_id": "testing_dataset_20241022_153211" +} \ No newline at end of file diff --git a/config_20241022_153211/lycoris_config.json b/config_20241022_153211/lycoris_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f186513e276aff4a19e020c935c6b64687f70caf --- /dev/null +++ b/config_20241022_153211/lycoris_config.json @@ -0,0 +1,22 @@ +{ + "algo": "lokr", + "multiplier": 1, + "linear_dim": 1000000, + "linear_alpha": 1, + "factor": 16, + "init_lokr_norm": 0.001, + "apply_preset": { + "target_module": [ + "FluxTransformerBlock", + "FluxSingleTransformerBlock" + ], + "module_algo_map": { + "Attention": { + "factor": 16 + }, + "FeedForward": { + "factor": 8 + } + } + } +} \ No newline at end of file diff --git a/config_20241022_153211/multidatabackend.json b/config_20241022_153211/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..c15a52cde2ee30c525480c41b95a7f13ad8411c3 --- /dev/null +++ b/config_20241022_153211/multidatabackend.json @@ -0,0 +1,95 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "kronester_teapot-512", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-512" + }, + { + "id": "kronester_teapot-768", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-768" + }, + { + "id": "kronester_teapot-1024", + "type": "local", + "instance_data_dir": "datasets/testing_dataset/kronester_teapot", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//kronester_teapot-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/config_20241022_153211/user_prompt_library.json b/config_20241022_153211/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..9f55171e0ae6ec863ccef3432fbb418590db6f79 --- /dev/null +++ b/config_20241022_153211/user_prompt_library.json @@ -0,0 +1,10 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background", + "kronester_teapot_1": "bsckrnstr teapot, side view, facing left, transparent background", + "kronester_teapot_2": "bsckrnstr teapot, back view, transparent background", + "kronester_teapot_3": "bsckrnstr teapot, front angle view, separated, transparent background", + "kronester_teapot_4": "bsckrnstr teapot, front view, transparent background" +} \ No newline at end of file diff --git a/groovy_chair/config_20241022_123803/config.env b/groovy_chair/config_20241022_123803/config.env new file mode 100644 index 0000000000000000000000000000000000000000..9ebd88a80fbd28d8d0cbe6494020cffad1cb84e8 --- /dev/null +++ b/groovy_chair/config_20241022_123803/config.env @@ -0,0 +1,3 @@ +MIXED_PRECISION=bf16 +TRAINING_NUM_PROCESSES=8 +TRAINING_NUM_MACHINES=1 diff --git a/groovy_chair/config_20241022_123803/config.json b/groovy_chair/config_20241022_123803/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f3cad6655aadb56a584d1b15e8b37a95162fd76f --- /dev/null +++ b/groovy_chair/config_20241022_123803/config.json @@ -0,0 +1,44 @@ +{ + "--resume_from_checkpoint": "latest", + "--data_backend_config": "config/multidatabackend.json", + "--aspect_bucket_rounding": 2, + "--seed": 42, + "--minimum_image_size": 0, + "--disable_benchmark": false, + "--output_dir": "output/groovy_chair_20241022_123803", + "--lora_type": "standard", + "--lycoris_config": null, + "--max_train_steps": 1000, + "--num_train_epochs": 0, + "--checkpointing_steps": 100, + "--checkpoints_total_limit": 10, + "--tracker_project_name": "groovy_chair_20241022_123803", + "--tracker_run_name": "groovy_chair_20241022_123803", + "--report_to": "wandb", + "--model_type": "lora", + "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev", + "--model_family": "flux", + "--train_batch_size": 8, + "--gradient_checkpointing": "true", + "--caption_dropout_probability": 0.05, + "--resolution_type": "pixel_area", + "--resolution": 1024, + "--validation_seed": 69, + "--validation_steps": "100", + "--validation_resolution": "1024x1024", + "--validation_guidance": "3.5", + "--validation_guidance_rescale": "0.0", + "--validation_num_inference_steps": "20", + "--validation_prompt": "a photo of a woman", + "--mixed_precision": "bf16", + "--optimizer": "optimi-stableadamw", + "--optimizer_config": "weight_decay=1e-3", + "--learning_rate": "1e-03", + "--flux_lora_target": "all+ffs", + "--lr_scheduler": "constant", + "--lr_warmup_steps": 0, + "--user_prompt_library": "config/user_prompt_library.json", + "--lora_rank": "16", + "--lora_alpha": "16", + "--hub_model_id": "groovy_chair_20241022_123803" +} \ No newline at end of file diff --git a/groovy_chair/config_20241022_123803/multidatabackend.json b/groovy_chair/config_20241022_123803/multidatabackend.json new file mode 100644 index 0000000000000000000000000000000000000000..b86a0275aeda28203946a2f0244571fc64075898 --- /dev/null +++ b/groovy_chair/config_20241022_123803/multidatabackend.json @@ -0,0 +1,53 @@ +[ + { + "id": "groovy_chair-512", + "type": "local", + "instance_data_dir": "datasets/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 512, + "resolution": 512, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-512" + }, + { + "id": "groovy_chair-768", + "type": "local", + "instance_data_dir": "datasets/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 768, + "resolution": 768, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-768" + }, + { + "id": "groovy_chair-1024", + "type": "local", + "instance_data_dir": "datasets/groovy_chair", + "crop": false, + "crop_style": "random", + "minimum_image_size": 1024, + "resolution": 1024, + "resolution_type": "pixel_area", + "repeats": 0, + "metadata_backend": "discovery", + "caption_strategy": "textfile", + "cache_dir_vae": "cache//groovy_chair-vae-1024" + }, + { + "id": "text-embed-cache", + "dataset_type": "text_embeds", + "default": true, + "type": "local", + "cache_dir": "cache//text", + "disabled": false, + "write_batch_size": 128 + } +] \ No newline at end of file diff --git a/groovy_chair/config_20241022_123803/user_prompt_library.json b/groovy_chair/config_20241022_123803/user_prompt_library.json new file mode 100644 index 0000000000000000000000000000000000000000..846fca0e23b5c1b269dd73e2a957efe0ac935ce2 --- /dev/null +++ b/groovy_chair/config_20241022_123803/user_prompt_library.json @@ -0,0 +1,6 @@ +{ + "groovy_chair_1": "bscgrvy chair, material closeup, white background", + "groovy_chair_2": "bscgrvy chair, front view, white background", + "groovy_chair_3": "bscgrvy chair, front angle view, facing left, white background", + "groovy_chair_4": "bscgrvy chair, front view, white background" +} \ No newline at end of file diff --git a/groovy_chair/image-601c93ec-1724-47c2-9cde-3c16bc2d1847-original.jpg b/groovy_chair/image-601c93ec-1724-47c2-9cde-3c16bc2d1847-original.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3d0c7e111debf550e21d0b6ad3826d7b175870e --- /dev/null +++ b/groovy_chair/image-601c93ec-1724-47c2-9cde-3c16bc2d1847-original.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b717d3f96294b61afaa892ca9cd032d9adc77b6ff665ac850361fd63fd99f60 +size 1107531 diff --git a/groovy_chair/image-601c93ec-1724-47c2-9cde-3c16bc2d1847-original.txt b/groovy_chair/image-601c93ec-1724-47c2-9cde-3c16bc2d1847-original.txt new file mode 100644 index 0000000000000000000000000000000000000000..a16291e0e05946b5feb223aa593b516de4544afc --- /dev/null +++ b/groovy_chair/image-601c93ec-1724-47c2-9cde-3c16bc2d1847-original.txt @@ -0,0 +1 @@ +bscgrvy chair, material closeup, white background \ No newline at end of file diff --git a/groovy_chair/image-749e0766-e74d-49ca-8419-18bc3c7e244b-original.jpg b/groovy_chair/image-749e0766-e74d-49ca-8419-18bc3c7e244b-original.jpg new file mode 100644 index 0000000000000000000000000000000000000000..390b2684c8136d50f79eb2af343b5afee913252d --- /dev/null +++ b/groovy_chair/image-749e0766-e74d-49ca-8419-18bc3c7e244b-original.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd53b5b493aad50aeb9ca0aceeab6a9d7950b97cc4b5fbcf7945ec33d635967a +size 237431 diff --git a/groovy_chair/image-749e0766-e74d-49ca-8419-18bc3c7e244b-original.txt b/groovy_chair/image-749e0766-e74d-49ca-8419-18bc3c7e244b-original.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0c2414a4e151a53c977e29e5928f83566a86b90 --- /dev/null +++ b/groovy_chair/image-749e0766-e74d-49ca-8419-18bc3c7e244b-original.txt @@ -0,0 +1 @@ +bscgrvy chair, front view, white background \ No newline at end of file diff --git a/groovy_chair/image-980e3aec-eae5-4262-a47a-c1e7feee8042-original.jpg b/groovy_chair/image-980e3aec-eae5-4262-a47a-c1e7feee8042-original.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27bfa430afc1fab6d19f375c23e42cb19833c915 --- /dev/null +++ b/groovy_chair/image-980e3aec-eae5-4262-a47a-c1e7feee8042-original.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adbd1a8fab070ec6b18b5f9f983edbbcb478f936c80f376959891a84207199ac +size 277449 diff --git a/groovy_chair/image-980e3aec-eae5-4262-a47a-c1e7feee8042-original.txt b/groovy_chair/image-980e3aec-eae5-4262-a47a-c1e7feee8042-original.txt new file mode 100644 index 0000000000000000000000000000000000000000..e45edc58d040e96a3991a87c6516c7a3606ffda6 --- /dev/null +++ b/groovy_chair/image-980e3aec-eae5-4262-a47a-c1e7feee8042-original.txt @@ -0,0 +1 @@ +bscgrvy chair, front angle view, facing left, white background \ No newline at end of file diff --git a/groovy_chair/image-d49c3bec-5659-4ced-b74e-66ac479346b0-original.jpg b/groovy_chair/image-d49c3bec-5659-4ced-b74e-66ac479346b0-original.jpg new file mode 100644 index 0000000000000000000000000000000000000000..242c5368f8b9bf292c32bcf21d617a6bf5e82fa8 --- /dev/null +++ b/groovy_chair/image-d49c3bec-5659-4ced-b74e-66ac479346b0-original.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9089b7c09e0178099e71d3c6e794a40ae8f4d3cbf45e18a16aba8387ed2b4f55 +size 168789 diff --git a/groovy_chair/image-d49c3bec-5659-4ced-b74e-66ac479346b0-original.txt b/groovy_chair/image-d49c3bec-5659-4ced-b74e-66ac479346b0-original.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0c2414a4e151a53c977e29e5928f83566a86b90 --- /dev/null +++ b/groovy_chair/image-d49c3bec-5659-4ced-b74e-66ac479346b0-original.txt @@ -0,0 +1 @@ +bscgrvy chair, front view, white background \ No newline at end of file diff --git a/groovy_chair/image-f523796d-b469-46f8-9e5c-e869a9e373ba-original.jpg b/groovy_chair/image-f523796d-b469-46f8-9e5c-e869a9e373ba-original.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54e11ebd7b435449c1d494d1d63ccce4c376f8d6 --- /dev/null +++ b/groovy_chair/image-f523796d-b469-46f8-9e5c-e869a9e373ba-original.jpg @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31969788f5d4568311879c588ece1cea37458411496d877f73a8a2e898cb4628 +size 172750 diff --git a/groovy_chair/image-f523796d-b469-46f8-9e5c-e869a9e373ba-original.txt b/groovy_chair/image-f523796d-b469-46f8-9e5c-e869a9e373ba-original.txt new file mode 100644 index 0000000000000000000000000000000000000000..7732b93f465293bedab9a4847ac980950cac95aa --- /dev/null +++ b/groovy_chair/image-f523796d-b469-46f8-9e5c-e869a9e373ba-original.txt @@ -0,0 +1 @@ +bscgrvy chair, side view, facing left, white background \ No newline at end of file diff --git a/kronester_teapot/image-6364ebd3-edbc-47c2-996a-f98d3c21cd30-original.png b/kronester_teapot/image-6364ebd3-edbc-47c2-996a-f98d3c21cd30-original.png new file mode 100644 index 0000000000000000000000000000000000000000..e94ee295fcb603689108f68d48729669ad825e52 --- /dev/null +++ b/kronester_teapot/image-6364ebd3-edbc-47c2-996a-f98d3c21cd30-original.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc11329c7738f360402bc8ba2488c61fbcb1ed32d4c069e6f0fea6504e71b02f +size 239834 diff --git a/kronester_teapot/image-6364ebd3-edbc-47c2-996a-f98d3c21cd30-original.txt b/kronester_teapot/image-6364ebd3-edbc-47c2-996a-f98d3c21cd30-original.txt new file mode 100644 index 0000000000000000000000000000000000000000..78f9195afce29f1dac8742bc4c7ebef93c8ce5f0 --- /dev/null +++ b/kronester_teapot/image-6364ebd3-edbc-47c2-996a-f98d3c21cd30-original.txt @@ -0,0 +1 @@ +bsckrnstr teapot, side view, facing left, transparent background \ No newline at end of file diff --git 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