End of training
Browse files- README.md +43 -0
- feature_extractor/preprocessor_config.json +44 -0
- logs/dreambooth/1730995949.7289205/events.out.tfevents.1730995949.lambda-6000ada.1614883.1 +3 -0
- logs/dreambooth/1730995949.730068/hparams.yml +60 -0
- logs/dreambooth/1730996213.2904596/events.out.tfevents.1730996213.lambda-6000ada.1615353.1 +3 -0
- logs/dreambooth/1730996213.2917545/hparams.yml +60 -0
- logs/dreambooth/events.out.tfevents.1730995949.lambda-6000ada.1614883.0 +3 -0
- logs/dreambooth/events.out.tfevents.1730996213.lambda-6000ada.1615353.0 +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 +38 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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base_model: stable-diffusion-v1-5/stable-diffusion-v1-5
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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: bcchjkl
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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 - janetsw/bcc_1
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This is a dreambooth model derived from stable-diffusion-v1-5/stable-diffusion-v1-5. The weights were trained on bcchjkl 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: True.
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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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"do_resize",
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"size",
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"resample",
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"do_center_crop",
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"crop_size",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"do_convert_rgb",
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"return_tensors",
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"data_format",
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"input_data_format"
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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/1730995949.7289205/events.out.tfevents.1730995949.lambda-6000ada.1614883.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:9dbb1ba320233adbde1697ab1b2025db617c45e13363f84fd10924767a700e4b
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size 2813
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logs/dreambooth/1730995949.730068/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: /media/janet/RLHF/fitz_bcc_1/basal_cell_carcinoma
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instance_prompt: bcchjkl
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learning_rate: 5.0e-06
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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: 400
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mixed_precision: null
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num_class_images: 100
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num_train_epochs: 5
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num_validation_images: 4
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offset_noise: false
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output_dir: /media/janet/RLHF/models/bcc_1
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pre_compute_text_embeddings: false
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36 |
+
pretrained_model_name_or_path: stable-diffusion-v1-5/stable-diffusion-v1-5
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+
prior_generation_precision: null
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38 |
+
prior_loss_weight: 1.0
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39 |
+
push_to_hub: true
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report_to: tensorboard
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+
resolution: 512
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42 |
+
resume_from_checkpoint: null
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43 |
+
revision: null
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44 |
+
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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48 |
+
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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53 |
+
train_batch_size: 1
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+
train_text_encoder: true
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use_8bit_adam: false
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+
validation_prompt: null
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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/1730996213.2904596/events.out.tfevents.1730996213.lambda-6000ada.1615353.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:7cfb4895aa2832904faba6f8389e3f6527a5680e3f33a9420bc6c254fda8b22f
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size 2813
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logs/dreambooth/1730996213.2917545/hparams.yml
ADDED
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1 |
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adam_beta1: 0.9
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2 |
+
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
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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
|
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: /media/janet/RLHF/fitz_bcc_1/basal_cell_carcinoma
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19 |
+
instance_prompt: bcchjkl
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20 |
+
learning_rate: 5.0e-06
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21 |
+
local_rank: -1
|
22 |
+
logging_dir: logs
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23 |
+
lr_num_cycles: 1
|
24 |
+
lr_power: 1.0
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25 |
+
lr_scheduler: constant
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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: 5
|
32 |
+
num_validation_images: 4
|
33 |
+
offset_noise: false
|
34 |
+
output_dir: /media/janet/RLHF/models/bcc_1
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35 |
+
pre_compute_text_embeddings: false
|
36 |
+
pretrained_model_name_or_path: stable-diffusion-v1-5/stable-diffusion-v1-5
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37 |
+
prior_generation_precision: null
|
38 |
+
prior_loss_weight: 1.0
|
39 |
+
push_to_hub: true
|
40 |
+
report_to: tensorboard
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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: true
|
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/events.out.tfevents.1730995949.lambda-6000ada.1614883.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:459ceb5ad6f060171c4977060c025051408d2f340117b4e51918d64dcfe342af
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size 88
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logs/dreambooth/events.out.tfevents.1730996213.lambda-6000ada.1615353.0
ADDED
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:db490e2c16239ee4b559cd3eb03ee2b284610fcd088cc91b893671ffabb20554
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size 33434
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model_index.json
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{
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2 |
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"_class_name": "StableDiffusionPipeline",
|
3 |
+
"_diffusers_version": "0.32.0.dev0",
|
4 |
+
"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
|
5 |
+
"feature_extractor": [
|
6 |
+
"transformers",
|
7 |
+
"CLIPImageProcessor"
|
8 |
+
],
|
9 |
+
"image_encoder": [
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10 |
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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 |
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"AutoencoderKL"
|
37 |
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]
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38 |
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}
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safety_checker/config.json
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{
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"_name_or_path": "/home/janet/.cache/huggingface/hub/models--stable-diffusion-v1-5--stable-diffusion-v1-5/snapshots/f03de327dd89b501a01da37fc5240cf4fdba85a1/safety_checker",
|
3 |
+
"architectures": [
|
4 |
+
"StableDiffusionSafetyChecker"
|
5 |
+
],
|
6 |
+
"initializer_factor": 1.0,
|
7 |
+
"logit_scale_init_value": 2.6592,
|
8 |
+
"model_type": "clip",
|
9 |
+
"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 |
+
"model_type": "clip_text_model",
|
15 |
+
"num_attention_heads": 12
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16 |
+
},
|
17 |
+
"torch_dtype": "float32",
|
18 |
+
"transformers_version": "4.39.3",
|
19 |
+
"vision_config": {
|
20 |
+
"dropout": 0.0,
|
21 |
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"hidden_size": 1024,
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scheduler/scheduler_config.json
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text_encoder/config.json
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tokenizer/merges.txt
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tokenizer/special_tokens_map.json
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tokenizer/vocab.json
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unet/config.json
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