End of training
Browse files- README.md +43 -0
- feature_extractor/preprocessor_config.json +27 -0
- logs/dreambooth/1719054726.5992472/events.out.tfevents.1719054726.a3972a16b570.1244.1 +3 -0
- logs/dreambooth/1719054726.601038/hparams.yml +60 -0
- logs/dreambooth/1719055437.1963825/events.out.tfevents.1719055437.a3972a16b570.1301.1 +3 -0
- logs/dreambooth/1719055437.198025/hparams.yml +60 -0
- logs/dreambooth/1719055518.1790125/events.out.tfevents.1719055518.a3972a16b570.1367.1 +3 -0
- logs/dreambooth/1719055518.180774/hparams.yml +60 -0
- logs/dreambooth/events.out.tfevents.1719054726.a3972a16b570.1244.0 +3 -0
- logs/dreambooth/events.out.tfevents.1719055437.a3972a16b570.1301.0 +3 -0
- logs/dreambooth/events.out.tfevents.1719055518.a3972a16b570.1367.0 +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 +37 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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base_model: CompVis/stable-diffusion-v1-4
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library_name: diffusers
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license: creativeml-openrail-m
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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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inference: true
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instance_prompt: a photo of sks miku
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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 - z41285379/dreambooth_miku
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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 miku 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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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.48145466,
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0.4578275,
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0.40821073
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],
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"image_processor_type": "CLIPImageProcessor",
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"image_std": [
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0.26862954,
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0.26130258,
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0.27577711
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],
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 224
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}
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}
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logs/dreambooth/1719054726.5992472/events.out.tfevents.1719054726.a3972a16b570.1244.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:48cdb8bf148515d648cc14998f1182f0c6a59c831b84bd16b37d2424f54ce6c1
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size 2762
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logs/dreambooth/1719054726.601038/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_data_dir: null
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+
class_labels_conditioning: 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: 1
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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: miku
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instance_prompt: a photo of sks miku
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learning_rate: 5.0e-06
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local_rank: 0
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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: 400
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mixed_precision: null
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num_class_images: 100
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num_train_epochs: 67
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num_validation_images: 4
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offset_noise: false
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output_dir: dreambooth_miku
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pre_compute_text_embeddings: false
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pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
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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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report_to: tensorboard
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resolution: 512
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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: null
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set_grads_to_none: false
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skip_save_text_encoder: false
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snr_gamma: null
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text_encoder_use_attention_mask: false
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tokenizer_max_length: null
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tokenizer_name: null
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train_batch_size: 1
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train_text_encoder: false
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55 |
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use_8bit_adam: false
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56 |
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validation_prompt: null
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57 |
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validation_scheduler: DPMSolverMultistepScheduler
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validation_steps: 100
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variant: null
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with_prior_preservation: false
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logs/dreambooth/1719055437.1963825/events.out.tfevents.1719055437.a3972a16b570.1301.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:66d09bff65452cfdb6f9107ab6c7a2ebad44f6015e3fd446b32de6848fa9b851
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size 2751
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logs/dreambooth/1719055437.198025/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
|
6 |
+
center_crop: false
|
7 |
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checkpointing_steps: 500
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checkpoints_total_limit: null
|
9 |
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class_data_dir: null
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class_labels_conditioning: null
|
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class_prompt: null
|
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dataloader_num_workers: 0
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13 |
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enable_xformers_memory_efficient_attention: false
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14 |
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gradient_accumulation_steps: 1
|
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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: miku
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19 |
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instance_prompt: a photo of sks miku
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learning_rate: 5.0e-06
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local_rank: 0
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logging_dir: logs
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lr_num_cycles: 1
|
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lr_power: 1.0
|
25 |
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lr_scheduler: constant
|
26 |
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lr_warmup_steps: 0
|
27 |
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max_grad_norm: 1.0
|
28 |
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max_train_steps: 400
|
29 |
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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: dreambooth_miku
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35 |
+
pre_compute_text_embeddings: false
|
36 |
+
pretrained_model_name_or_path: CompVis/stable-diffusion-v1-4
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37 |
+
prior_generation_precision: null
|
38 |
+
prior_loss_weight: 1.0
|
39 |
+
push_to_hub: true
|
40 |
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report_to: tensorboard
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+
resolution: 512
|
42 |
+
resume_from_checkpoint: null
|
43 |
+
revision: null
|
44 |
+
sample_batch_size: 4
|
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+
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
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logs/dreambooth/1719055518.1790125/events.out.tfevents.1719055518.a3972a16b570.1367.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa11399c0b78d38826ec94ebd7fe28a5aeb9ee1a7f7140a9caec7d05d168bd1a
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size 2751
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logs/dreambooth/1719055518.180774/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 |
+
center_crop: false
|
7 |
+
checkpointing_steps: 500
|
8 |
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checkpoints_total_limit: null
|
9 |
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class_data_dir: null
|
10 |
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class_labels_conditioning: null
|
11 |
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class_prompt: null
|
12 |
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dataloader_num_workers: 0
|
13 |
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enable_xformers_memory_efficient_attention: false
|
14 |
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gradient_accumulation_steps: 1
|
15 |
+
gradient_checkpointing: false
|
16 |
+
hub_model_id: null
|
17 |
+
hub_token: null
|
18 |
+
instance_data_dir: miku
|
19 |
+
instance_prompt: a photo of sks miku
|
20 |
+
learning_rate: 5.0e-06
|
21 |
+
local_rank: 0
|
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: 67
|
32 |
+
num_validation_images: 4
|
33 |
+
offset_noise: false
|
34 |
+
output_dir: dreambooth_miku
|
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/events.out.tfevents.1719054726.a3972a16b570.1244.0
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|
model_index.json
ADDED
@@ -0,0 +1,38 @@
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|
1 |
+
{
|
2 |
+
"_class_name": "StableDiffusionPipeline",
|
3 |
+
"_diffusers_version": "0.30.0.dev0",
|
4 |
+
"_name_or_path": "CompVis/stable-diffusion-v1-4",
|
5 |
+
"feature_extractor": [
|
6 |
+
"transformers",
|
7 |
+
"CLIPImageProcessor"
|
8 |
+
],
|
9 |
+
"image_encoder": [
|
10 |
+
null,
|
11 |
+
null
|
12 |
+
],
|
13 |
+
"requires_safety_checker": true,
|
14 |
+
"safety_checker": [
|
15 |
+
"stable_diffusion",
|
16 |
+
"StableDiffusionSafetyChecker"
|
17 |
+
],
|
18 |
+
"scheduler": [
|
19 |
+
"diffusers",
|
20 |
+
"PNDMScheduler"
|
21 |
+
],
|
22 |
+
"text_encoder": [
|
23 |
+
"transformers",
|
24 |
+
"CLIPTextModel"
|
25 |
+
],
|
26 |
+
"tokenizer": [
|
27 |
+
"transformers",
|
28 |
+
"CLIPTokenizer"
|
29 |
+
],
|
30 |
+
"unet": [
|
31 |
+
"diffusers",
|
32 |
+
"UNet2DConditionModel"
|
33 |
+
],
|
34 |
+
"vae": [
|
35 |
+
"diffusers",
|
36 |
+
"AutoencoderKL"
|
37 |
+
]
|
38 |
+
}
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safety_checker/config.json
ADDED
@@ -0,0 +1,28 @@
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|
1 |
+
{
|
2 |
+
"_name_or_path": "/root/.cache/huggingface/hub/models--CompVis--stable-diffusion-v1-4/snapshots/133a221b8aa7292a167afc5127cb63fb5005638b/safety_checker",
|
3 |
+
"architectures": [
|
4 |
+
"StableDiffusionSafetyChecker"
|
5 |
+
],
|
6 |
+
"initializer_factor": 1.0,
|
7 |
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"logit_scale_init_value": 2.6592,
|
8 |
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"model_type": "clip",
|
9 |
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"projection_dim": 768,
|
10 |
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"text_config": {
|
11 |
+
"dropout": 0.0,
|
12 |
+
"hidden_size": 768,
|
13 |
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"intermediate_size": 3072,
|
14 |
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"model_type": "clip_text_model",
|
15 |
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"num_attention_heads": 12
|
16 |
+
},
|
17 |
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"torch_dtype": "float32",
|
18 |
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"transformers_version": "4.37.2",
|
19 |
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"vision_config": {
|
20 |
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"dropout": 0.0,
|
21 |
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"hidden_size": 1024,
|
22 |
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"intermediate_size": 4096,
|
23 |
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"model_type": "clip_vision_model",
|
24 |
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"num_attention_heads": 16,
|
25 |
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"num_hidden_layers": 24,
|
26 |
+
"patch_size": 14
|
27 |
+
}
|
28 |
+
}
|
safety_checker/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
|
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|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:fb351a5ded815c3ff744968ad9c6b218d071b9d313d04f35e813b84b4c0ffde8
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3 |
+
size 1215979664
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scheduler/scheduler_config.json
ADDED
@@ -0,0 +1,15 @@
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|
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|
|
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|
|
|
1 |
+
{
|
2 |
+
"_class_name": "PNDMScheduler",
|
3 |
+
"_diffusers_version": "0.30.0.dev0",
|
4 |
+
"beta_end": 0.012,
|
5 |
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"beta_schedule": "scaled_linear",
|
6 |
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"beta_start": 0.00085,
|
7 |
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"clip_sample": false,
|
8 |
+
"num_train_timesteps": 1000,
|
9 |
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"prediction_type": "epsilon",
|
10 |
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"set_alpha_to_one": false,
|
11 |
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"skip_prk_steps": true,
|
12 |
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"steps_offset": 1,
|
13 |
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"timestep_spacing": "leading",
|
14 |
+
"trained_betas": null
|
15 |
+
}
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text_encoder/config.json
ADDED
@@ -0,0 +1,25 @@
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|
|
|
|
|
|
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|
1 |
+
{
|
2 |
+
"_name_or_path": "CompVis/stable-diffusion-v1-4",
|
3 |
+
"architectures": [
|
4 |
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"CLIPTextModel"
|
5 |
+
],
|
6 |
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"attention_dropout": 0.0,
|
7 |
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"bos_token_id": 0,
|
8 |
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"dropout": 0.0,
|
9 |
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"eos_token_id": 2,
|
10 |
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"hidden_act": "quick_gelu",
|
11 |
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"hidden_size": 768,
|
12 |
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"initializer_factor": 1.0,
|
13 |
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"initializer_range": 0.02,
|
14 |
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"intermediate_size": 3072,
|
15 |
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"layer_norm_eps": 1e-05,
|
16 |
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"max_position_embeddings": 77,
|
17 |
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"model_type": "clip_text_model",
|
18 |
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"num_attention_heads": 12,
|
19 |
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"num_hidden_layers": 12,
|
20 |
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"pad_token_id": 1,
|
21 |
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"projection_dim": 512,
|
22 |
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"torch_dtype": "float32",
|
23 |
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"transformers_version": "4.37.2",
|
24 |
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"vocab_size": 49408
|
25 |
+
}
|
text_encoder/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:778d02eb9e707c3fbaae0b67b79ea0d1399b52e624fb634f2f19375ae7c047c3
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3 |
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size 492265168
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tokenizer/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
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|
tokenizer/special_tokens_map.json
ADDED
@@ -0,0 +1,24 @@
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|
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|
|
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|
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|
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|
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|
|
1 |
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{
|
2 |
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"bos_token": {
|
3 |
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"content": "<|startoftext|>",
|
4 |
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"lstrip": false,
|
5 |
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"normalized": true,
|
6 |
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"rstrip": false,
|
7 |
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"single_word": false
|
8 |
+
},
|
9 |
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"eos_token": {
|
10 |
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"content": "<|endoftext|>",
|
11 |
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"lstrip": false,
|
12 |
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"normalized": true,
|
13 |
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"rstrip": false,
|
14 |
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"single_word": false
|
15 |
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},
|
16 |
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"pad_token": "<|endoftext|>",
|
17 |
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"unk_token": {
|
18 |
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"content": "<|endoftext|>",
|
19 |
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"lstrip": false,
|
20 |
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"normalized": true,
|
21 |
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"rstrip": false,
|
22 |
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"single_word": false
|
23 |
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}
|
24 |
+
}
|
tokenizer/tokenizer_config.json
ADDED
@@ -0,0 +1,30 @@
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|
1 |
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{
|
2 |
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"add_prefix_space": false,
|
3 |
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"added_tokens_decoder": {
|
4 |
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"49406": {
|
5 |
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"content": "<|startoftext|>",
|
6 |
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"lstrip": false,
|
7 |
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"normalized": true,
|
8 |
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"rstrip": false,
|
9 |
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"single_word": false,
|
10 |
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"special": true
|
11 |
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},
|
12 |
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"49407": {
|
13 |
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"content": "<|endoftext|>",
|
14 |
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"lstrip": false,
|
15 |
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"normalized": true,
|
16 |
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"rstrip": false,
|
17 |
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"single_word": false,
|
18 |
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"special": true
|
19 |
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}
|
20 |
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},
|
21 |
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"bos_token": "<|startoftext|>",
|
22 |
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"clean_up_tokenization_spaces": true,
|
23 |
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"do_lower_case": true,
|
24 |
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"eos_token": "<|endoftext|>",
|
25 |
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"errors": "replace",
|
26 |
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"model_max_length": 77,
|
27 |
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"pad_token": "<|endoftext|>",
|
28 |
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"tokenizer_class": "CLIPTokenizer",
|
29 |
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"unk_token": "<|endoftext|>"
|
30 |
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}
|
tokenizer/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
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|
unet/config.json
ADDED
@@ -0,0 +1,68 @@
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|
1 |
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{
|
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"_class_name": "UNet2DConditionModel",
|
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"_diffusers_version": "0.30.0.dev0",
|
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
|
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|
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|
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"attention_type": "default",
|
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640,
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"cross_attention_norm": null,
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"down_block_types": [
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25 |
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"CrossAttnDownBlock2D",
|
26 |
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"CrossAttnDownBlock2D",
|
27 |
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"CrossAttnDownBlock2D",
|
28 |
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"DownBlock2D"
|
29 |
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],
|
30 |
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"downsample_padding": 1,
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"dropout": 0.0,
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|
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|
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|
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|
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|
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|
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"sample_size": 64,
|
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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|
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|
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"transformer_layers_per_block": 1,
|
60 |
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"up_block_types": [
|
61 |
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"UpBlock2D",
|
62 |
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"CrossAttnUpBlock2D",
|
63 |
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"CrossAttnUpBlock2D",
|
64 |
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"CrossAttnUpBlock2D"
|
65 |
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],
|
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|
67 |
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"use_linear_projection": false
|
68 |
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}
|
unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
|
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|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:aab7ac7e9fa72a09aa70c0fc9eb83ec8b705ec3f6e4f17bf2d14687f70992919
|
3 |
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size 3438167536
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vae/config.json
ADDED
@@ -0,0 +1,37 @@
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|
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|
|
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|
|
|
|
|
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|
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|
|
|
|
1 |
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{
|
2 |
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"_class_name": "AutoencoderKL",
|
3 |
+
"_diffusers_version": "0.30.0.dev0",
|
4 |
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"_name_or_path": "/root/.cache/huggingface/hub/models--CompVis--stable-diffusion-v1-4/snapshots/133a221b8aa7292a167afc5127cb63fb5005638b/vae",
|
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"act_fn": "silu",
|
6 |
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"block_out_channels": [
|
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128,
|
8 |
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256,
|
9 |
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512,
|
10 |
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512
|
11 |
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],
|
12 |
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"down_block_types": [
|
13 |
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"DownEncoderBlock2D",
|
14 |
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"DownEncoderBlock2D",
|
15 |
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"DownEncoderBlock2D",
|
16 |
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"DownEncoderBlock2D"
|
17 |
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],
|
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"force_upcast": true,
|
19 |
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|
20 |
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|
21 |
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|
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|
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|
25 |
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|
26 |
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|
27 |
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"scaling_factor": 0.18215,
|
28 |
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"shift_factor": null,
|
29 |
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"up_block_types": [
|
30 |
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"UpDecoderBlock2D",
|
31 |
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"UpDecoderBlock2D",
|
32 |
+
"UpDecoderBlock2D",
|
33 |
+
"UpDecoderBlock2D"
|
34 |
+
],
|
35 |
+
"use_post_quant_conv": true,
|
36 |
+
"use_quant_conv": true
|
37 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:b4d2b5932bb4151e54e694fd31ccf51fca908223c9485bd56cd0e1d83ad94c49
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size 334643268
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