End of training
Browse files- README.md +23 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scaler.pt +3 -0
- checkpoint-500/scheduler.bin +3 -0
- logs/dreambooth-lora-sd-xl/1695424791.7577357/events.out.tfevents.1695424791.ip-172-31-74-225.24355.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695424791.758914/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695445027.2220523/events.out.tfevents.1695445027.ip-172-31-74-225.51525.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695445027.2231863/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695445177.5172389/events.out.tfevents.1695445177.ip-172-31-74-225.51633.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695445177.519378/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695445264.7720668/events.out.tfevents.1695445264.ip-172-31-74-225.51663.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695445264.7738824/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695445368.6201365/events.out.tfevents.1695445368.ip-172-31-74-225.51705.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695445368.6220427/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695445940.338102/events.out.tfevents.1695445940.ip-172-31-74-225.51842.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695445940.339679/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695446069.0825956/events.out.tfevents.1695446069.ip-172-31-74-225.51928.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695446069.0837474/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695448288.7280152/events.out.tfevents.1695448288.ip-172-31-74-225.52513.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695448288.7299068/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/1695448796.4414768/events.out.tfevents.1695448796.ip-172-31-74-225.52640.1 +3 -0
- logs/dreambooth-lora-sd-xl/1695448796.442669/hparams.yml +53 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695424791.ip-172-31-74-225.24355.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695445027.ip-172-31-74-225.51525.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695445177.ip-172-31-74-225.51633.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695445264.ip-172-31-74-225.51663.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695445368.ip-172-31-74-225.51705.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695445940.ip-172-31-74-225.51842.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695446069.ip-172-31-74-225.51928.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695448288.ip-172-31-74-225.52513.0 +3 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1695448796.ip-172-31-74-225.52640.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
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---
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license: openrail++
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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instance_prompt: a photo of sks dog
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tags:
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- stable-diffusion-xl
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- stable-diffusion-xl-diffusers
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- text-to-image
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- diffusers
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- lora
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inference: true
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---
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# LoRA DreamBooth - dminhk/dog-example-xl-lora
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These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. The weights were trained on a photo of sks dog using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
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LoRA for the text encoder was enabled: False.
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Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
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checkpoint-500/optimizer.bin
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checkpoint-500/pytorch_lora_weights.safetensors
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checkpoint-500/random_states_0.pkl
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checkpoint-500/scaler.pt
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checkpoint-500/scheduler.bin
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logs/dreambooth-lora-sd-xl/1695424791.7577357/events.out.tfevents.1695424791.ip-172-31-74-225.24355.1
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logs/dreambooth-lora-sd-xl/1695424791.758914/hparams.yml
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adam_beta1: 0.9
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adam_beta2: 0.999
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adam_epsilon: 1.0e-08
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adam_weight_decay: 0.01
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+
allow_tf32: false
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+
center_crop: false
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7 |
+
checkpointing_steps: 500
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checkpoints_total_limit: null
|
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class_data_dir: null
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class_prompt: null
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crops_coords_top_left_h: 0
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crops_coords_top_left_w: 0
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dataloader_num_workers: 0
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 4
|
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gradient_checkpointing: false
|
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hub_model_id: null
|
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hub_token: null
|
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instance_data_dir: dog-example
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instance_prompt: a photo of sks dog
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learning_rate: 1.0e-05
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local_rank: -1
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logging_dir: logs
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lr_num_cycles: 1
|
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+
lr_power: 1.0
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+
lr_scheduler: constant
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+
lr_warmup_steps: 0
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max_grad_norm: 1.0
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+
max_train_steps: 500
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+
mixed_precision: fp16
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+
num_class_images: 100
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+
num_train_epochs: 250
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+
num_validation_images: 4
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output_dir: dog-example-xl-lora
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pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
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pretrained_vae_model_name_or_path: null
|
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+
prior_generation_precision: null
|
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prior_loss_weight: 1.0
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push_to_hub: true
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rank: 4
|
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report_to: tensorboard
|
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resolution: 1024
|
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resume_from_checkpoint: null
|
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revision: null
|
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sample_batch_size: 4
|
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scale_lr: false
|
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seed: 0
|
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train_batch_size: 1
|
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train_text_encoder: false
|
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use_8bit_adam: false
|
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validation_epochs: 50
|
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+
validation_prompt: null
|
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+
with_prior_preservation: false
|
logs/dreambooth-lora-sd-xl/1695445027.2220523/events.out.tfevents.1695445027.ip-172-31-74-225.51525.1
ADDED
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version https://git-lfs.github.com/spec/v1
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logs/dreambooth-lora-sd-xl/1695445027.2231863/hparams.yml
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adam_beta1: 0.9
|
2 |
+
adam_beta2: 0.999
|
3 |
+
adam_epsilon: 1.0e-08
|
4 |
+
adam_weight_decay: 0.01
|
5 |
+
allow_tf32: false
|
6 |
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center_crop: false
|
7 |
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checkpointing_steps: 500
|
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checkpoints_total_limit: null
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class_data_dir: null
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class_prompt: null
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crops_coords_top_left_h: 0
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crops_coords_top_left_w: 0
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dataloader_num_workers: 0
|
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enable_xformers_memory_efficient_attention: false
|
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gradient_accumulation_steps: 2
|
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gradient_checkpointing: false
|
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hub_model_id: null
|
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hub_token: null
|
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instance_data_dir: dog-example
|
20 |
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instance_prompt: a photo of sks dog
|
21 |
+
learning_rate: 0.0001
|
22 |
+
local_rank: -1
|
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logging_dir: logs
|
24 |
+
lr_num_cycles: 1
|
25 |
+
lr_power: 1.0
|
26 |
+
lr_scheduler: constant
|
27 |
+
lr_warmup_steps: 0
|
28 |
+
max_grad_norm: 1.0
|
29 |
+
max_train_steps: 500
|
30 |
+
mixed_precision: fp16
|
31 |
+
num_class_images: 100
|
32 |
+
num_train_epochs: 250
|
33 |
+
num_validation_images: 4
|
34 |
+
output_dir: dog-example-xl-lora
|
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+
pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
|
36 |
+
pretrained_vae_model_name_or_path: null
|
37 |
+
prior_generation_precision: null
|
38 |
+
prior_loss_weight: 1.0
|
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push_to_hub: true
|
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rank: 4
|
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report_to: tensorboard
|
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resolution: 1024
|
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resume_from_checkpoint: null
|
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revision: null
|
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sample_batch_size: 4
|
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scale_lr: false
|
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seed: 0
|
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train_batch_size: 2
|
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train_text_encoder: false
|
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use_8bit_adam: false
|
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validation_epochs: 50
|
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+
validation_prompt: null
|
53 |
+
with_prior_preservation: false
|
logs/dreambooth-lora-sd-xl/1695445177.5172389/events.out.tfevents.1695445177.ip-172-31-74-225.51633.1
ADDED
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logs/dreambooth-lora-sd-xl/1695445177.519378/hparams.yml
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adam_beta1: 0.9
|
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adam_beta2: 0.999
|
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adam_epsilon: 1.0e-08
|
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adam_weight_decay: 0.01
|
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allow_tf32: false
|
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center_crop: false
|
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checkpointing_steps: 500
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checkpoints_total_limit: null
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class_prompt: null
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dataloader_num_workers: 0
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enable_xformers_memory_efficient_attention: false
|
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gradient_accumulation_steps: 2
|
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gradient_checkpointing: false
|
17 |
+
hub_model_id: null
|
18 |
+
hub_token: null
|
19 |
+
instance_data_dir: dog-example
|
20 |
+
instance_prompt: a photo of sks dog
|
21 |
+
learning_rate: 0.0001
|
22 |
+
local_rank: -1
|
23 |
+
logging_dir: logs
|
24 |
+
lr_num_cycles: 1
|
25 |
+
lr_power: 1.0
|
26 |
+
lr_scheduler: constant
|
27 |
+
lr_warmup_steps: 0
|
28 |
+
max_grad_norm: 1.0
|
29 |
+
max_train_steps: 500
|
30 |
+
mixed_precision: fp16
|
31 |
+
num_class_images: 100
|
32 |
+
num_train_epochs: 250
|
33 |
+
num_validation_images: 4
|
34 |
+
output_dir: dog-example-xl-lora
|
35 |
+
pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
|
36 |
+
pretrained_vae_model_name_or_path: null
|
37 |
+
prior_generation_precision: null
|
38 |
+
prior_loss_weight: 1.0
|
39 |
+
push_to_hub: true
|
40 |
+
rank: 4
|
41 |
+
report_to: tensorboard
|
42 |
+
resolution: 1024
|
43 |
+
resume_from_checkpoint: null
|
44 |
+
revision: null
|
45 |
+
sample_batch_size: 4
|
46 |
+
scale_lr: false
|
47 |
+
seed: 0
|
48 |
+
train_batch_size: 2
|
49 |
+
train_text_encoder: false
|
50 |
+
use_8bit_adam: false
|
51 |
+
validation_epochs: 50
|
52 |
+
validation_prompt: null
|
53 |
+
with_prior_preservation: false
|
logs/dreambooth-lora-sd-xl/1695445264.7720668/events.out.tfevents.1695445264.ip-172-31-74-225.51663.1
ADDED
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logs/dreambooth-lora-sd-xl/1695445264.7738824/hparams.yml
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