End of training
Browse files- README.md +39 -0
- feature_extractor/preprocessor_config.json +27 -0
- learned_embeds.safetensors +3 -0
- logs/textual_inversion/1732458700.420085/events.out.tfevents.1732458700.jiyunkais-MacBook-Air.local.3461.1 +3 -0
- logs/textual_inversion/1732458700.420866/hparams.yml +48 -0
- logs/textual_inversion/1732458870.995873/events.out.tfevents.1732458870.jiyunkais-MacBook-Air.local.3656.1 +3 -0
- logs/textual_inversion/1732458870.996632/hparams.yml +48 -0
- logs/textual_inversion/1732459260.9713001/events.out.tfevents.1732459260.jiyunkais-MacBook-Air.local.4290.1 +3 -0
- logs/textual_inversion/1732459260.9719858/hparams.yml +48 -0
- logs/textual_inversion/1732459329.566261/events.out.tfevents.1732459329.jiyunkais-MacBook-Air.local.4359.1 +3 -0
- logs/textual_inversion/1732459329.566988/hparams.yml +48 -0
- logs/textual_inversion/1732459511.715988/events.out.tfevents.1732459511.jiyunkais-MacBook-Air.local.4598.1 +3 -0
- logs/textual_inversion/1732459511.716749/hparams.yml +48 -0
- logs/textual_inversion/1732459647.702938/events.out.tfevents.1732459647.jiyunkais-MacBook-Air.local.4692.1 +3 -0
- logs/textual_inversion/1732459647.7036989/hparams.yml +48 -0
- logs/textual_inversion/1732460289.369983/events.out.tfevents.1732460289.jiyunkais-MacBook-Air.local.4948.1 +3 -0
- logs/textual_inversion/1732460289.3707168/hparams.yml +48 -0
- logs/textual_inversion/1732460401.0639832/events.out.tfevents.1732460401.jiyunkais-MacBook-Air.local.5165.1 +3 -0
- logs/textual_inversion/1732460401.064685/hparams.yml +48 -0
- logs/textual_inversion/1732461098.179529/events.out.tfevents.1732461098.jiyunkais-MacBook-Air.local.6427.1 +3 -0
- logs/textual_inversion/1732461098.180249/hparams.yml +48 -0
- logs/textual_inversion/events.out.tfevents.1732458700.jiyunkais-MacBook-Air.local.3461.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732458870.jiyunkais-MacBook-Air.local.3656.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732459260.jiyunkais-MacBook-Air.local.4290.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732459329.jiyunkais-MacBook-Air.local.4359.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732459511.jiyunkais-MacBook-Air.local.4598.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732459647.jiyunkais-MacBook-Air.local.4692.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732460289.jiyunkais-MacBook-Air.local.4948.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732460401.jiyunkais-MacBook-Air.local.5165.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1732461098.jiyunkais-MacBook-Air.local.6427.0 +3 -0
- model_index.json +38 -0
- safety_checker/config.json +29 -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/added_tokens.json +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +38 -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: runwayml/stable-diffusion-v1-5
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library_name: diffusers
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license: creativeml-openrail-m
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inference: true
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tags:
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- stable-diffusion
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- stable-diffusion-diffusers
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- text-to-image
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- diffusers
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- textual_inversion
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- diffusers-training
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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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# Textual inversion text2image fine-tuning - yunkaiji/textual_inversion_cat
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These are textual inversion adaption weights for runwayml/stable-diffusion-v1-5. You can find some example images in the following.
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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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learned_embeds.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:f3b9914d36960d5210f748dae734570d0eaf9f08bcfe48579e1362dee35d0f94
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size 3184
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logs/textual_inversion/1732458700.420085/events.out.tfevents.1732458700.jiyunkais-MacBook-Air.local.3461.1
ADDED
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version https://git-lfs.github.com/spec/v1
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size 2336
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logs/textual_inversion/1732458700.420866/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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4 |
+
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
|
9 |
+
dataloader_num_workers: 0
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10 |
+
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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+
initializer_token: toy
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learnable_property: object
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learning_rate: 0.002
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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_scheduler: constant
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+
lr_warmup_steps: 0
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+
max_train_steps: 3000
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+
mixed_precision: 'no'
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25 |
+
no_safe_serialization: false
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26 |
+
num_train_epochs: 18
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+
num_validation_images: 4
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+
num_vectors: 1
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+
output_dir: textual_inversion_cat
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+
placeholder_token: <cat-toy>
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pretrained_model_name_or_path: stable-diffusion-v1-5/stable-diffusion-v1-5
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+
push_to_hub: true
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+
repeats: 100
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34 |
+
report_to: tensorboard
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35 |
+
resolution: 512
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36 |
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resume_from_checkpoint: null
|
37 |
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revision: null
|
38 |
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save_as_full_pipeline: false
|
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save_steps: 500
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40 |
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scale_lr: true
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seed: null
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tokenizer_name: null
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train_batch_size: 1
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train_data_dir: ./cat
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validation_epochs: null
|
46 |
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validation_prompt: null
|
47 |
+
validation_steps: 100
|
48 |
+
variant: null
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logs/textual_inversion/1732458870.995873/events.out.tfevents.1732458870.jiyunkais-MacBook-Air.local.3656.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a0799669fa184955183b4521f32c1ff363515f540e3a00bdf74efce4fe6a3bc
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size 2336
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logs/textual_inversion/1732458870.996632/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 |
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adam_epsilon: 1.0e-08
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4 |
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adam_weight_decay: 0.01
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5 |
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allow_tf32: false
|
6 |
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center_crop: false
|
7 |
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checkpointing_steps: 500
|
8 |
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checkpoints_total_limit: null
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dataloader_num_workers: 0
|
10 |
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enable_xformers_memory_efficient_attention: false
|
11 |
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gradient_accumulation_steps: 4
|
12 |
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gradient_checkpointing: false
|
13 |
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hub_model_id: null
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hub_token: null
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initializer_token: toy
|
16 |
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learnable_property: object
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17 |
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learning_rate: 0.002
|
18 |
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local_rank: -1
|
19 |
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logging_dir: logs
|
20 |
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lr_num_cycles: 1
|
21 |
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lr_scheduler: constant
|
22 |
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lr_warmup_steps: 0
|
23 |
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max_train_steps: 3000
|
24 |
+
mixed_precision: 'no'
|
25 |
+
no_safe_serialization: false
|
26 |
+
num_train_epochs: 18
|
27 |
+
num_validation_images: 4
|
28 |
+
num_vectors: 1
|
29 |
+
output_dir: textual_inversion_cat
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30 |
+
placeholder_token: <cat-toy>
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31 |
+
pretrained_model_name_or_path: stable-diffusion-v1-5/stable-diffusion-v1-5
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32 |
+
push_to_hub: true
|
33 |
+
repeats: 100
|
34 |
+
report_to: tensorboard
|
35 |
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resolution: 512
|
36 |
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resume_from_checkpoint: null
|
37 |
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revision: null
|
38 |
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save_as_full_pipeline: false
|
39 |
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save_steps: 500
|
40 |
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scale_lr: true
|
41 |
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seed: null
|
42 |
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tokenizer_name: null
|
43 |
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train_batch_size: 1
|
44 |
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train_data_dir: ./cat
|
45 |
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validation_epochs: null
|
46 |
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validation_prompt: null
|
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validation_steps: 100
|
48 |
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variant: null
|
logs/textual_inversion/1732459260.9713001/events.out.tfevents.1732459260.jiyunkais-MacBook-Air.local.4290.1
ADDED
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version https://git-lfs.github.com/spec/v1
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logs/textual_inversion/1732459260.9719858/hparams.yml
ADDED
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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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checkpointing_steps: 500
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dataloader_num_workers: 0
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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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initializer_token: toy
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learnable_property: object
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learning_rate: 0.002
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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_scheduler: constant
|
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lr_warmup_steps: 0
|
23 |
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max_train_steps: 3000
|
24 |
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mixed_precision: 'no'
|
25 |
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no_safe_serialization: false
|
26 |
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num_train_epochs: 18
|
27 |
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num_validation_images: 4
|
28 |
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num_vectors: 1
|
29 |
+
output_dir: textual_inversion_cat
|
30 |
+
placeholder_token: <cat-toy>
|
31 |
+
pretrained_model_name_or_path: stable-diffusion-v1-5/stable-diffusion-v1-5
|
32 |
+
push_to_hub: true
|
33 |
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repeats: 100
|
34 |
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report_to: tensorboard
|
35 |
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resolution: 512
|
36 |
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resume_from_checkpoint: null
|
37 |
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revision: null
|
38 |
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save_as_full_pipeline: false
|
39 |
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save_steps: 500
|
40 |
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scale_lr: true
|
41 |
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seed: null
|
42 |
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tokenizer_name: null
|
43 |
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train_batch_size: 1
|
44 |
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train_data_dir: ./cat
|
45 |
+
validation_epochs: null
|
46 |
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validation_prompt: null
|
47 |
+
validation_steps: 100
|
48 |
+
variant: null
|
logs/textual_inversion/1732459329.566261/events.out.tfevents.1732459329.jiyunkais-MacBook-Air.local.4359.1
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version https://git-lfs.github.com/spec/v1
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size 2336
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logs/textual_inversion/1732459329.566988/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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|
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",
|
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"CrossAttnUpBlock2D"
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|
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|
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|
68 |
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}
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unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:d27cd69d4a0aa32105087a619f32a51bc087e133be93fe23da92f3c0bcc07d79
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3 |
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size 3438167536
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vae/config.json
ADDED
@@ -0,0 +1,38 @@
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|
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|
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|
|
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|
1 |
+
{
|
2 |
+
"_class_name": "AutoencoderKL",
|
3 |
+
"_diffusers_version": "0.32.0.dev0",
|
4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
5 |
+
"act_fn": "silu",
|
6 |
+
"block_out_channels": [
|
7 |
+
128,
|
8 |
+
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|
9 |
+
512,
|
10 |
+
512
|
11 |
+
],
|
12 |
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"down_block_types": [
|
13 |
+
"DownEncoderBlock2D",
|
14 |
+
"DownEncoderBlock2D",
|
15 |
+
"DownEncoderBlock2D",
|
16 |
+
"DownEncoderBlock2D"
|
17 |
+
],
|
18 |
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"force_upcast": true,
|
19 |
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|
20 |
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|
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"latents_mean": null,
|
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|
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"layers_per_block": 2,
|
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"mid_block_add_attention": true,
|
25 |
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"norm_num_groups": 32,
|
26 |
+
"out_channels": 3,
|
27 |
+
"sample_size": 512,
|
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"scaling_factor": 0.18215,
|
29 |
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"shift_factor": null,
|
30 |
+
"up_block_types": [
|
31 |
+
"UpDecoderBlock2D",
|
32 |
+
"UpDecoderBlock2D",
|
33 |
+
"UpDecoderBlock2D",
|
34 |
+
"UpDecoderBlock2D"
|
35 |
+
],
|
36 |
+
"use_post_quant_conv": true,
|
37 |
+
"use_quant_conv": true
|
38 |
+
}
|
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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