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training_exp.sh
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cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_000_6864" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_plantoid_imgs_9.zip_001_6864" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/plantoid_imgs_9.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_plantoid_imgs_9.zip_002_6864" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/plantoid_imgs_9.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_003_6864" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_004_6864" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_plantoid_imgs_9.zip_005_6865" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/plantoid_imgs_9.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_plantoid_imgs_9.zip_006_6866" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/plantoid_imgs_9.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_007_6867" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_008_6867" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_009_6868" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_plantoid_imgs_9.zip_010_6871" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/plantoid_imgs_9.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_plantoid_imgs_9.zip_011_6886" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/plantoid_imgs_9.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_012_6887" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_banny_best.zip_013_6888" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="object" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_000_4993" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_001_4993" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_leavingthisplace.zip_002_4993" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/leavingthisplace.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_leavingthisplace.zip_003_4993" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/leavingthisplace.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_leavingthisplace.zip_004_4993" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/leavingthisplace.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_005_4994" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_leavingthisplace.zip_006_4995" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/leavingthisplace.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_leavingthisplace.zip_007_4996" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/leavingthisplace.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_008_4997" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_009_4998" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_010_4999" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_011_5000" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.3" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=896 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_does.zip_012_5009" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="1.0" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/does.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="1.0" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="ti_tiny_lora_leavingthisplace.zip_013_5025" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i concept_mode="style" \
-i debug="True" \
-i left_right_flip_augmentation="True" \
-i lora_param_scaler="0.1" \
-i lora_rank="24" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/leavingthisplace.zip" \
-i max_train_steps="600" \
-i prodigy_d_coef="0.5" \
-i resolution=1024 \
-i seed="0" \
-i train_batch_size="4"