diff --git a/.bin b/.bin index eb11cc023c2e5280c085caf22571ecd53ef6c41a..8821b0ed4e02b5f8f140edf14caa864d9b5dfbef 100644 --- a/.bin +++ b/.bin @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:937eb9d4dbc4a190f43a575b169794ae6f577fb1f2119e7795d4ae5e521859da +oid sha256:a06a167491ae999288d1b6000c9935228d5228e8420875e4c5938228b2a82df2 size 202379941 diff --git a/README.md b/README.md index c77094f37c6ea6228de18e096fde24836ff6e895..29a9b2de5680630b11e2fb98acd3bbb43d59098f 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ --- license: creativeml-openrail-m base_model: stabilityai/stable-diffusion-2-1-base -instance_prompt: photo of a cat +instance_prompt: photo of a tags: - stable-diffusion - stable-diffusion-diffusers @@ -14,7 +14,7 @@ inference: true # Custom Diffusion - SidXXD/test_photo_of_token -These are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1-base. The weights were trained on photo of a cat using [Custom Diffusion](https://www.cs.cmu.edu/~custom-diffusion). You can find some example images in the following. +These are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1-base. The weights were trained on photo of a using [Custom Diffusion](https://www.cs.cmu.edu/~custom-diffusion). 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sha256:4c0d55ecb7776b0f977a1fe02d4c360dc7bf274293632490d824f356b8f3f266 size 609258566 diff --git a/concepts_list.json b/concepts_list.json index 9fb7ee0962aca7b7305f887a3cd22cd66889362e..af6b0f20b407712c9b15fa4edf84f3f0e2693ee4 100644 --- a/concepts_list.json +++ b/concepts_list.json @@ -1 +1 @@ -[{"instance_prompt": "photo of a cat", "class_prompt": "/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/real_reg/samples_cat/caption.txt", "instance_data_dir": "/home/xide/miniconda3/code/data/Attack/clean/cat", "class_data_dir": "/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/real_reg/samples_cat/images.txt"}] \ No newline at end of file +[{"instance_prompt": "photo of a ", "class_prompt": "/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/real_reg/samples_cat/caption.txt", "instance_data_dir": "/home/xide/miniconda3/code/data/Attack/clean/cat", "class_data_dir": "/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/real_reg/samples_cat/images.txt"}] \ No newline at end of file diff --git a/logs/custom-diffusion/1716902832.9825032/events.out.tfevents.1716902832.cudahpc06.3107238.1 b/logs/custom-diffusion/1716902832.9825032/events.out.tfevents.1716902832.cudahpc06.3107238.1 new file mode 100644 index 0000000000000000000000000000000000000000..a8f8d2ec64d7bd1ff903825c093b213e0f2cf596 --- /dev/null +++ b/logs/custom-diffusion/1716902832.9825032/events.out.tfevents.1716902832.cudahpc06.3107238.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdbac5648b2f1bee2363421c55b809071b6fc17cbd52cf6979416744590b5ecc +size 2993 diff --git a/logs/custom-diffusion/1716902832.9841325/hparams.yml b/logs/custom-diffusion/1716902832.9841325/hparams.yml new file mode 100644 index 0000000000000000000000000000000000000000..17a63e770b06370c81788b046349b262f49008c4 --- /dev/null +++ b/logs/custom-diffusion/1716902832.9841325/hparams.yml @@ -0,0 +1,58 @@ +adam_beta1: 0.9 +adam_beta2: 0.999 +adam_epsilon: 1.0e-08 +adam_weight_decay: 0.01 +allow_tf32: false +attn_maps_path_name: attn_maps_color-29_05 +center_crop: false +checkpointing_steps: 250 +checkpoints_total_limit: null +class_data_dir: /home/xide/miniconda3/code/diffusers/examples/custom_diffusion/real_reg/samples_cat +class_prompt: cat +concepts_list: null +dataloader_num_workers: 2 +enable_xformers_memory_efficient_attention: false +freeze_model: crossattn_kv +gradient_accumulation_steps: 1 +gradient_checkpointing: false +hflip: true +hub_model_id: null +hub_token: null +initializer_token: ktn +instance_data_dir: /home/xide/miniconda3/code/data/Attack/clean/cat +instance_prompt: photo of a +learning_rate: 1.0e-05 +local_rank: -1 +logging_dir: logs +lr_scheduler: constant +lr_warmup_steps: 0 +max_grad_norm: 1.0 +max_train_steps: 250 +mixed_precision: null +modifier_token: +no_safe_serialization: true +noaug: false +num_class_images: 200 +num_train_epochs: 1 +num_validation_images: 2 +output_dir: /home/xide/miniconda3/code/diffusers/examples/custom_diffusion/model/attn_maps/baseline_setting/test_photo_of_token +pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base +prior_generation_precision: null +prior_loss_weight: 1.0 +push_to_hub: true +real_prior: true +report_to: tensorboard +resolution: 512 +resume_from_checkpoint: null +revision: null +sample_batch_size: 4 +scale_lr: true +seed: 42 +set_grads_to_none: false +tokenizer_name: null +train_batch_size: 2 +use_8bit_adam: false +validation_prompt: null +validation_steps: 50 +variant: null +with_prior_preservation: true diff --git a/logs/custom-diffusion/events.out.tfevents.1716902832.cudahpc06.3107238.0 b/logs/custom-diffusion/events.out.tfevents.1716902832.cudahpc06.3107238.0 new file mode 100644 index 0000000000000000000000000000000000000000..61b1f6f1f408490274db8787d69c36a567fcc1c8 --- /dev/null +++ b/logs/custom-diffusion/events.out.tfevents.1716902832.cudahpc06.3107238.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6c0c698f65a931f4a487d34088effede4be76ea8bbda78dbc287af7bf0253f4 +size 20834 diff --git a/pytorch_custom_diffusion_weights.bin b/pytorch_custom_diffusion_weights.bin index 311b048267a9dd0492b0605c297ca8f494552f23..012f9bde57a342c94b4407db9a170820228438dc 100644 --- a/pytorch_custom_diffusion_weights.bin +++ b/pytorch_custom_diffusion_weights.bin @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:b654b5e59569e31385077eb3e37042de646826f368b051ef40fab5c4074d67a5 +oid sha256:1914c3a436a1fbf07b6b0cc342d7ab4da7d01c48d680222fc8aa79edbe757485 size 102250391 diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..36b5d68b498a7aabb46ae558c637095c8cfe85bd --- /dev/null +++ b/train.sh @@ -0,0 +1,61 @@ +# export CUDA_VISIBLE_DEVICES=4 + +# python train_custom_diffusion.py \ +# --pretrained_model_name_or_path=stabilityai/stable-diffusion-2-1-base \ +# --num_class_images=200 \ +# --resolution=512 \ +# --train_batch_size=2 \ +# --learning_rate=1e-5 \ +# --lr_warmup_steps=0 \ +# --max_train_steps=250 \ +# --scale_lr \ +# --hflip \ +# --real_prior \ +# --with_prior_preservation \ +# --prior_loss_weight=1.0 \ +# --class_data_dir "/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/real_reg/samples_dog" \ +# --modifier_token "" \ +# --initializer_token "ktn+pll+ucd" \ +# --push_to_hub \ +# --class_prompt="dog" \ +# --prior_loss_weight=0 \ +# --instance_prompt="photo of a dog" \ +# --output_dir="/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/model/attn_maps-color_sandesh-dog-clean" \ +# --instance_data_dir="/home/xide/miniconda3/code/Attack/mist2-wk/data/single/clean/dog" +# # --instance_data_dir="/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/data/single-data/dog" \ + + +export CUDA_VISIBLE_DEVICES=6 +export INSTANCE_DATA_DIR="/home/xide/miniconda3/code/data/Attack/clean/cat" +export OUTPUT_DIR="/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/model/attn_maps/baseline_setting/test_photo_of_token" +# _prompt_no_cat + +# --instance_data_dir="/home/xide/miniconda3/code/data/Attack/clean/cat" \ # clean cat +# --instance_data_dir="/home/xide/code/data/mist_data/mist_whole_pgd_eps_8/cat" # mist cat +# --initializer_token "ktn+pll+ucd" \ + +python train_custom_diffusion.py \ + --pretrained_model_name_or_path=stabilityai/stable-diffusion-2-1-base \ + --num_class_images=200 \ + --resolution=512 \ + --train_batch_size=2 \ + --learning_rate=1e-5 \ + --lr_warmup_steps=0 \ + --max_train_steps=250 \ + --scale_lr \ + --hflip \ + --real_prior \ + --with_prior_preservation \ + --prior_loss_weight=1.0 \ + --class_data_dir "/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/real_reg/samples_cat" \ + --modifier_token "" \ + --initializer_token "ktn" \ + --push_to_hub \ + --class_prompt="cat" \ + --instance_prompt="photo of a cat" \ + --attn_maps_path_name="attn_maps_color-29_05" \ + --output_dir=$OUTPUT_DIR \ + --instance_data_dir=$INSTANCE_DATA_DIR + + +cp "/home/xide/miniconda3/code/diffusers/examples/custom_diffusion/train-single.sh" "$OUTPUT_DIR/train.sh" \ No newline at end of file