End of training
Browse files- README.md +43 -0
- feature_extractor/preprocessor_config.json +44 -0
- logs/dreambooth/1717612094.7569652/events.out.tfevents.1717612094.try1-0-0.32282.1 +3 -0
- logs/dreambooth/1717612094.7657754/hparams.yml +60 -0
- logs/dreambooth/1717612155.6501236/events.out.tfevents.1717612155.try1-0-0.32365.1 +3 -0
- logs/dreambooth/1717612155.6600633/hparams.yml +60 -0
- logs/dreambooth/1717612715.9614525/events.out.tfevents.1717612715.try1-0-0.32686.1 +3 -0
- logs/dreambooth/1717612715.9760215/hparams.yml +60 -0
- logs/dreambooth/1717612998.4340067/events.out.tfevents.1717612998.try1-0-0.32856.1 +3 -0
- logs/dreambooth/1717612998.45548/hparams.yml +60 -0
- logs/dreambooth/1717617308.0122304/events.out.tfevents.1717617308.try1-0-0.41533.1 +3 -0
- logs/dreambooth/1717617309.2595112/hparams.yml +60 -0
- logs/dreambooth/1717618404.1115253/events.out.tfevents.1717618404.try1-0-0.47312.1 +3 -0
- logs/dreambooth/1717618404.1292722/hparams.yml +60 -0
- logs/dreambooth/1717618712.9849002/events.out.tfevents.1717618712.try1-0-0.47429.1 +3 -0
- logs/dreambooth/1717618712.9998748/hparams.yml +60 -0
- logs/dreambooth/1717618898.713859/events.out.tfevents.1717618898.try1-0-0.47524.1 +3 -0
- logs/dreambooth/1717618898.7299776/hparams.yml +60 -0
- logs/dreambooth/1717618960.3768554/events.out.tfevents.1717618960.try1-0-0.47603.1 +3 -0
- logs/dreambooth/1717618960.4013824/hparams.yml +60 -0
- logs/dreambooth/1717619230.9680843/events.out.tfevents.1717619230.try1-0-0.47723.1 +3 -0
- logs/dreambooth/1717619230.9830818/hparams.yml +60 -0
- logs/dreambooth/1717619697.694232/events.out.tfevents.1717619697.try1-0-0.47897.1 +3 -0
- logs/dreambooth/1717619697.7098541/hparams.yml +60 -0
- logs/dreambooth/events.out.tfevents.1717612094.try1-0-0.32282.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717612155.try1-0-0.32365.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717612715.try1-0-0.32686.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717612998.try1-0-0.32856.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717617307.try1-0-0.41533.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717618404.try1-0-0.47312.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717618712.try1-0-0.47429.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717618898.try1-0-0.47524.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717618960.try1-0-0.47603.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717619230.try1-0-0.47723.0 +3 -0
- logs/dreambooth/events.out.tfevents.1717619697.try1-0-0.47897.0 +3 -0
- model_index.json +38 -0
- safety_checker/config.json +28 -0
- safety_checker/model.safetensors +3 -0
- scheduler/scheduler_config.json +15 -0
- text_encoder/config.json +25 -0
- text_encoder/model.safetensors +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +30 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +68 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +34 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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license: creativeml-openrail-m
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library_name: diffusers
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tags:
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- text-to-image
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- dreambooth
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- diffusers-training
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- stable-diffusion
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- stable-diffusion-diffusers
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base_model: CompVis/stable-diffusion-v1-4
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inference: true
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instance_prompt: a photo of sks dog
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---
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<!-- This model card has been generated automatically according to the information the training script had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# DreamBooth - vishal0811/output
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This is a dreambooth model derived from CompVis/stable-diffusion-v1-4. The weights were trained on a photo of sks dog using [DreamBooth](https://dreambooth.github.io/).
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You can find some example images in the following.
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DreamBooth for the text encoder was enabled: False.
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## Intended uses & limitations
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#### How to use
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```python
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# TODO: add an example code snippet for running this diffusion pipeline
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```
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#### Limitations and bias
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[TODO: provide examples of latent issues and potential remediations]
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## Training details
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[TODO: describe the data used to train the model]
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feature_extractor/preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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| 4 |
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"do_resize",
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| 5 |
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"size",
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| 6 |
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"resample",
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| 7 |
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"do_center_crop",
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| 8 |
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"crop_size",
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| 9 |
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"do_rescale",
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| 10 |
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"rescale_factor",
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| 11 |
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"do_normalize",
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| 12 |
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"image_mean",
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| 13 |
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"image_std",
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| 14 |
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"do_convert_rgb",
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| 15 |
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"return_tensors",
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| 16 |
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"data_format",
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| 17 |
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"input_data_format"
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| 18 |
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],
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| 19 |
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"crop_size": {
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| 20 |
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"height": 224,
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| 21 |
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"width": 224
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},
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| 23 |
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"do_center_crop": true,
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| 24 |
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"do_convert_rgb": true,
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| 25 |
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"do_normalize": true,
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| 26 |
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"do_rescale": true,
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| 27 |
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"do_resize": true,
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| 28 |
+
"image_mean": [
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| 29 |
+
0.48145466,
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| 30 |
+
0.4578275,
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| 31 |
+
0.40821073
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| 32 |
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],
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| 33 |
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"image_processor_type": "CLIPImageProcessor",
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| 34 |
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"image_std": [
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| 35 |
+
0.26862954,
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| 36 |
+
0.26130258,
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| 37 |
+
0.27577711
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| 38 |
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],
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| 39 |
+
"resample": 3,
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| 40 |
+
"rescale_factor": 0.00392156862745098,
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| 41 |
+
"size": {
|
| 42 |
+
"shortest_edge": 224
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| 43 |
+
}
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| 44 |
+
}
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logs/dreambooth/1717612094.7569652/events.out.tfevents.1717612094.try1-0-0.32282.1
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:dd0725f329a355c33da0408935e57ad248fe0bf399c3bef33763953b4eb3e42c
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| 3 |
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size 2695
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logs/dreambooth/1717612094.7657754/hparams.yml
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adam_beta1: 0.9
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| 2 |
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adam_beta2: 0.999
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| 3 |
+
adam_epsilon: 1.0e-08
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| 4 |
+
adam_weight_decay: 0.01
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| 5 |
+
allow_tf32: false
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| 6 |
+
center_crop: false
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| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
class_data_dir: null
|
| 10 |
+
class_labels_conditioning: null
|
| 11 |
+
class_prompt: null
|
| 12 |
+
dataloader_num_workers: 0
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| 13 |
+
enable_xformers_memory_efficient_attention: false
|
| 14 |
+
gradient_accumulation_steps: 1
|
| 15 |
+
gradient_checkpointing: false
|
| 16 |
+
hub_model_id: null
|
| 17 |
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hub_token: null
|
| 18 |
+
instance_data_dir: dog
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| 19 |
+
instance_prompt: a photo of sks dog
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| 20 |
+
learning_rate: 5.0e-06
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| 21 |
+
local_rank: -1
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| 22 |
+
logging_dir: logs
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| 23 |
+
lr_num_cycles: 1
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| 24 |
+
lr_power: 1.0
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| 25 |
+
lr_scheduler: constant
|
| 26 |
+
lr_warmup_steps: 0
|
| 27 |
+
max_grad_norm: 1.0
|
| 28 |
+
max_train_steps: 400
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 67
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
offset_noise: false
|
| 34 |
+
output_dir: ./output/
|
| 35 |
+
pre_compute_text_embeddings: false
|
| 36 |
+
pretrained_model_name_or_path: CompVis/stable-diffusion-v1-4
|
| 37 |
+
prior_generation_precision: null
|
| 38 |
+
prior_loss_weight: 1.0
|
| 39 |
+
push_to_hub: true
|
| 40 |
+
report_to: tensorboard
|
| 41 |
+
resolution: 512
|
| 42 |
+
resume_from_checkpoint: null
|
| 43 |
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revision: null
|
| 44 |
+
sample_batch_size: 4
|
| 45 |
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scale_lr: false
|
| 46 |
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seed: null
|
| 47 |
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set_grads_to_none: false
|
| 48 |
+
skip_save_text_encoder: false
|
| 49 |
+
snr_gamma: null
|
| 50 |
+
text_encoder_use_attention_mask: false
|
| 51 |
+
tokenizer_max_length: null
|
| 52 |
+
tokenizer_name: null
|
| 53 |
+
train_batch_size: 1
|
| 54 |
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train_text_encoder: false
|
| 55 |
+
use_8bit_adam: false
|
| 56 |
+
validation_prompt: null
|
| 57 |
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validation_scheduler: DPMSolverMultistepScheduler
|
| 58 |
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validation_steps: 100
|
| 59 |
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variant: null
|
| 60 |
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with_prior_preservation: false
|
logs/dreambooth/1717612155.6501236/events.out.tfevents.1717612155.try1-0-0.32365.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:fde7b70122f8ceb6506b9a98b376ad147472c1567bcb587d9bc37d93a880810a
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| 3 |
+
size 2695
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logs/dreambooth/1717612155.6600633/hparams.yml
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| 1 |
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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 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
class_data_dir: null
|
| 10 |
+
class_labels_conditioning: null
|
| 11 |
+
class_prompt: null
|
| 12 |
+
dataloader_num_workers: 0
|
| 13 |
+
enable_xformers_memory_efficient_attention: false
|
| 14 |
+
gradient_accumulation_steps: 1
|
| 15 |
+
gradient_checkpointing: false
|
| 16 |
+
hub_model_id: null
|
| 17 |
+
hub_token: null
|
| 18 |
+
instance_data_dir: dog
|
| 19 |
+
instance_prompt: a photo of sks dog
|
| 20 |
+
learning_rate: 5.0e-06
|
| 21 |
+
local_rank: -1
|
| 22 |
+
logging_dir: logs
|
| 23 |
+
lr_num_cycles: 1
|
| 24 |
+
lr_power: 1.0
|
| 25 |
+
lr_scheduler: constant
|
| 26 |
+
lr_warmup_steps: 0
|
| 27 |
+
max_grad_norm: 1.0
|
| 28 |
+
max_train_steps: 400
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 80
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
offset_noise: false
|
| 34 |
+
output_dir: ./output/
|
| 35 |
+
pre_compute_text_embeddings: false
|
| 36 |
+
pretrained_model_name_or_path: CompVis/stable-diffusion-v1-4
|
| 37 |
+
prior_generation_precision: null
|
| 38 |
+
prior_loss_weight: 1.0
|
| 39 |
+
push_to_hub: true
|
| 40 |
+
report_to: tensorboard
|
| 41 |
+
resolution: 512
|
| 42 |
+
resume_from_checkpoint: null
|
| 43 |
+
revision: null
|
| 44 |
+
sample_batch_size: 4
|
| 45 |
+
scale_lr: false
|
| 46 |
+
seed: null
|
| 47 |
+
set_grads_to_none: false
|
| 48 |
+
skip_save_text_encoder: false
|
| 49 |
+
snr_gamma: null
|
| 50 |
+
text_encoder_use_attention_mask: false
|
| 51 |
+
tokenizer_max_length: null
|
| 52 |
+
tokenizer_name: null
|
| 53 |
+
train_batch_size: 1
|
| 54 |
+
train_text_encoder: false
|
| 55 |
+
use_8bit_adam: false
|
| 56 |
+
validation_prompt: null
|
| 57 |
+
validation_scheduler: DPMSolverMultistepScheduler
|
| 58 |
+
validation_steps: 100
|
| 59 |
+
variant: null
|
| 60 |
+
with_prior_preservation: false
|
logs/dreambooth/1717612715.9614525/events.out.tfevents.1717612715.try1-0-0.32686.1
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
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logs/dreambooth/1717618712.9998748/hparams.yml
ADDED
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@@ -0,0 +1,60 @@
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logs/dreambooth/1717618898.713859/events.out.tfevents.1717618898.try1-0-0.47524.1
ADDED
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size 2743
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logs/dreambooth/1717618898.7299776/hparams.yml
ADDED
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@@ -0,0 +1,60 @@
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logs/dreambooth/1717618960.3768554/events.out.tfevents.1717618960.try1-0-0.47603.1
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logs/dreambooth/1717618960.4013824/hparams.yml
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size 2743
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logs/dreambooth/1717619230.9830818/hparams.yml
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@@ -0,0 +1,60 @@
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logs/dreambooth/1717619697.694232/events.out.tfevents.1717619697.try1-0-0.47897.1
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@@ -0,0 +1,60 @@
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| 36 |
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| 37 |
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safety_checker/config.json
ADDED
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text_encoder/config.json
ADDED
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|
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| 24 |
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|
| 25 |
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text_encoder/model.safetensors
ADDED
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ADDED
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|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
}
|
| 24 |
+
}
|
tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"49406": {
|
| 5 |
+
"content": "<|startoftext|>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"49407": {
|
| 13 |
+
"content": "<|endoftext|>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
"bos_token": "<|startoftext|>",
|
| 22 |
+
"clean_up_tokenization_spaces": true,
|
| 23 |
+
"do_lower_case": true,
|
| 24 |
+
"eos_token": "<|endoftext|>",
|
| 25 |
+
"errors": "replace",
|
| 26 |
+
"model_max_length": 77,
|
| 27 |
+
"pad_token": "<|endoftext|>",
|
| 28 |
+
"tokenizer_class": "CLIPTokenizer",
|
| 29 |
+
"unk_token": "<|endoftext|>"
|
| 30 |
+
}
|
tokenizer/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
unet/config.json
ADDED
|
@@ -0,0 +1,68 @@
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "UNet2DConditionModel",
|
| 3 |
+
"_diffusers_version": "0.29.0.dev0",
|
| 4 |
+
"_name_or_path": "CompVis/stable-diffusion-v1-4",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
+
"addition_embed_type": null,
|
| 7 |
+
"addition_embed_type_num_heads": 64,
|
| 8 |
+
"addition_time_embed_dim": null,
|
| 9 |
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"attention_head_dim": 8,
|
| 10 |
+
"attention_type": "default",
|
| 11 |
+
"block_out_channels": [
|
| 12 |
+
320,
|
| 13 |
+
640,
|
| 14 |
+
1280,
|
| 15 |
+
1280
|
| 16 |
+
],
|
| 17 |
+
"center_input_sample": false,
|
| 18 |
+
"class_embed_type": null,
|
| 19 |
+
"class_embeddings_concat": false,
|
| 20 |
+
"conv_in_kernel": 3,
|
| 21 |
+
"conv_out_kernel": 3,
|
| 22 |
+
"cross_attention_dim": 768,
|
| 23 |
+
"cross_attention_norm": null,
|
| 24 |
+
"down_block_types": [
|
| 25 |
+
"CrossAttnDownBlock2D",
|
| 26 |
+
"CrossAttnDownBlock2D",
|
| 27 |
+
"CrossAttnDownBlock2D",
|
| 28 |
+
"DownBlock2D"
|
| 29 |
+
],
|
| 30 |
+
"downsample_padding": 1,
|
| 31 |
+
"dropout": 0.0,
|
| 32 |
+
"dual_cross_attention": false,
|
| 33 |
+
"encoder_hid_dim": null,
|
| 34 |
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"encoder_hid_dim_type": null,
|
| 35 |
+
"flip_sin_to_cos": true,
|
| 36 |
+
"freq_shift": 0,
|
| 37 |
+
"in_channels": 4,
|
| 38 |
+
"layers_per_block": 2,
|
| 39 |
+
"mid_block_only_cross_attention": null,
|
| 40 |
+
"mid_block_scale_factor": 1,
|
| 41 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 42 |
+
"norm_eps": 1e-05,
|
| 43 |
+
"norm_num_groups": 32,
|
| 44 |
+
"num_attention_heads": null,
|
| 45 |
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"num_class_embeds": null,
|
| 46 |
+
"only_cross_attention": false,
|
| 47 |
+
"out_channels": 4,
|
| 48 |
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"projection_class_embeddings_input_dim": null,
|
| 49 |
+
"resnet_out_scale_factor": 1.0,
|
| 50 |
+
"resnet_skip_time_act": false,
|
| 51 |
+
"resnet_time_scale_shift": "default",
|
| 52 |
+
"reverse_transformer_layers_per_block": null,
|
| 53 |
+
"sample_size": 64,
|
| 54 |
+
"time_cond_proj_dim": null,
|
| 55 |
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"time_embedding_act_fn": null,
|
| 56 |
+
"time_embedding_dim": null,
|
| 57 |
+
"time_embedding_type": "positional",
|
| 58 |
+
"timestep_post_act": null,
|
| 59 |
+
"transformer_layers_per_block": 1,
|
| 60 |
+
"up_block_types": [
|
| 61 |
+
"UpBlock2D",
|
| 62 |
+
"CrossAttnUpBlock2D",
|
| 63 |
+
"CrossAttnUpBlock2D",
|
| 64 |
+
"CrossAttnUpBlock2D"
|
| 65 |
+
],
|
| 66 |
+
"upcast_attention": false,
|
| 67 |
+
"use_linear_projection": false
|
| 68 |
+
}
|
unet/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:94b1657fbed61982a06f0d2b5c10ed51cdca1402d40ff73cd8a1047ff0890991
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| 3 |
+
size 3438167536
|
vae/config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "AutoencoderKL",
|
| 3 |
+
"_diffusers_version": "0.29.0.dev0",
|
| 4 |
+
"_name_or_path": "/home/user/.cache/huggingface/hub/models--CompVis--stable-diffusion-v1-4/snapshots/133a221b8aa7292a167afc5127cb63fb5005638b/vae",
|
| 5 |
+
"act_fn": "silu",
|
| 6 |
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"block_out_channels": [
|
| 7 |
+
128,
|
| 8 |
+
256,
|
| 9 |
+
512,
|
| 10 |
+
512
|
| 11 |
+
],
|
| 12 |
+
"down_block_types": [
|
| 13 |
+
"DownEncoderBlock2D",
|
| 14 |
+
"DownEncoderBlock2D",
|
| 15 |
+
"DownEncoderBlock2D",
|
| 16 |
+
"DownEncoderBlock2D"
|
| 17 |
+
],
|
| 18 |
+
"force_upcast": true,
|
| 19 |
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"in_channels": 3,
|
| 20 |
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"latent_channels": 4,
|
| 21 |
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"latents_mean": null,
|
| 22 |
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"latents_std": null,
|
| 23 |
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"layers_per_block": 2,
|
| 24 |
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"norm_num_groups": 32,
|
| 25 |
+
"out_channels": 3,
|
| 26 |
+
"sample_size": 512,
|
| 27 |
+
"scaling_factor": 0.18215,
|
| 28 |
+
"up_block_types": [
|
| 29 |
+
"UpDecoderBlock2D",
|
| 30 |
+
"UpDecoderBlock2D",
|
| 31 |
+
"UpDecoderBlock2D",
|
| 32 |
+
"UpDecoderBlock2D"
|
| 33 |
+
]
|
| 34 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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size 334643268
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