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training_exp_n_tokens.sh
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cog predict \
-i run_name="n_tokens_mira.zip_001_5955" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/mira.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="4" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_steel.zip_000_5955" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/steel.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="2" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_xander_5.zip_002_5955" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/xander_5.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="2" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_xander_5.zip_003_5956" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/xander_5.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="4" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_steel.zip_004_5956" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/steel.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="1" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_mira.zip_005_5956" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/mira.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="2" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_mira.zip_006_5957" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/mira.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="1" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_xander_5.zip_007_5958" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/xander_5.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="1" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"
cog predict \
-i run_name="n_tokens_steel.zip_008_5965" -i caption_prefix="" \
-i mask_target_prompts="" \
-i augment_imgs_up_to_n="20" \
-i caption_prefix="a photo of TOK" \
-i checkpointing_steps="700" \
-i concept_mode="face" \
-i debug="True" \
-i hard_pivot="False" \
-i l1_penalty="0.1" \
-i left_right_flip_augmentation="False" \
-i lora_param_scaler="0.25" \
-i lora_rank="12" \
-i lora_training_urls="https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/steel.zip" \
-i lora_weight_decay="0.002" \
-i max_train_steps="600" \
-i n_tokens="4" \
-i prodigy_d_coef="0.8" \
-i resolution=960 \
-i seed="0" \
-i train_batch_size="4"