End of training
Browse files- README.md +46 -0
- feature_extractor/preprocessor_config.json +28 -0
- logs/text2image-fine-tune/1697895964.6147795/events.out.tfevents.1697895964.5b76a09fca46.9611.1 +3 -0
- logs/text2image-fine-tune/1697895964.6167374/hparams.yml +50 -0
- logs/text2image-fine-tune/1697897683.3021379/events.out.tfevents.1697897683.5b76a09fca46.16895.1 +3 -0
- logs/text2image-fine-tune/1697897683.304449/hparams.yml +50 -0
- logs/text2image-fine-tune/1697900229.346613/events.out.tfevents.1697900229.5b76a09fca46.30616.1 +3 -0
- logs/text2image-fine-tune/1697900229.3487446/hparams.yml +50 -0
- logs/text2image-fine-tune/1697913560.9406488/events.out.tfevents.1697913560.5b76a09fca46.87305.1 +3 -0
- logs/text2image-fine-tune/1697913560.9430113/hparams.yml +50 -0
- logs/text2image-fine-tune/1697926640.6240969/events.out.tfevents.1697926640.5b76a09fca46.144841.1 +3 -0
- logs/text2image-fine-tune/1697926640.6273746/hparams.yml +50 -0
- logs/text2image-fine-tune/1697930163.129571/events.out.tfevents.1697930163.5b76a09fca46.162319.1 +3 -0
- logs/text2image-fine-tune/1697930163.1331644/hparams.yml +50 -0
- logs/text2image-fine-tune/events.out.tfevents.1697895964.5b76a09fca46.9611.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1697897683.5b76a09fca46.16895.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1697900229.5b76a09fca46.30616.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1697913560.5b76a09fca46.87305.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1697926640.5b76a09fca46.144841.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1697930163.5b76a09fca46.162319.0 +3 -0
- model_index.json +34 -0
- safety_checker/config.json +28 -0
- safety_checker/model.safetensors +3 -0
- scheduler/scheduler_config.json +14 -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 +32 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
- val_imgs_grid.png +0 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: CompVis/stable-diffusion-v1-2
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datasets:
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- Tochi2023/kolizo-designs-dataset
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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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inference: true
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---
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# Text-to-image finetuning - Tochi2023/Kolizo-design-model
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This pipeline was finetuned from **CompVis/stable-diffusion-v1-2** on the **Tochi2023/kolizo-designs-dataset** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['black shirt with tree by kolizo design']:
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![val_imgs_grid](./val_imgs_grid.png)
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## Pipeline usage
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You can use the pipeline like so:
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```python
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from diffusers import DiffusionPipeline
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import torch
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pipeline = DiffusionPipeline.from_pretrained("Tochi2023/Kolizo-design-model", torch_dtype=torch.float16)
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prompt = "black shirt with tree by kolizo design"
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image = pipeline(prompt).images[0]
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image.save("my_image.png")
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```
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## Training info
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These are the key hyperparameters used during training:
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* Epochs: 7
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* Learning rate: 1e-05
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* Batch size: 1
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* Gradient accumulation steps: 4
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* Image resolution: 512
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* Mixed-precision: no
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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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"feature_extractor_type": "CLIPFeatureExtractor",
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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": {
|
26 |
+
"shortest_edge": 224
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+
}
|
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+
}
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logs/text2image-fine-tune/1697895964.6147795/events.out.tfevents.1697895964.5b76a09fca46.9611.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:f04dcee8a55192463e27f6def20f70b7a4b20cb3bcdb7bac5e40229f105cc95e
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size 2274
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logs/text2image-fine-tune/1697895964.6167374/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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+
cache_dir: null
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caption_column: image
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center_crop: true
|
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+
checkpointing_steps: 100000
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+
checkpoints_total_limit: null
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dataloader_num_workers: 0
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+
dataset_config_name: null
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dataset_name: Tochi2023/kolizo-designs-dataset
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enable_xformers_memory_efficient_attention: false
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+
gradient_accumulation_steps: 4
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gradient_checkpointing: true
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+
hub_model_id: null
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hub_token: null
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image_column: image
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input_perturbation: 0
|
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learning_rate: 1.0e-05
|
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local_rank: -1
|
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logging_dir: logs
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lr_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_samples: null
|
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+
max_train_steps: 20
|
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+
mixed_precision: 'no'
|
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+
noise_offset: 0
|
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+
non_ema_revision: null
|
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+
num_train_epochs: 7
|
33 |
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output_dir: Tochi2023/Kolizo-design-model
|
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+
prediction_type: null
|
35 |
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pretrained_model_name_or_path: CompVis/stable-diffusion-v1-2
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36 |
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push_to_hub: true
|
37 |
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random_flip: true
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38 |
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report_to: tensorboard
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39 |
+
resolution: 512
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40 |
+
resume_from_checkpoint: null
|
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revision: null
|
42 |
+
scale_lr: false
|
43 |
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seed: null
|
44 |
+
snr_gamma: null
|
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tracker_project_name: text2image-fine-tune
|
46 |
+
train_batch_size: 1
|
47 |
+
train_data_dir: null
|
48 |
+
use_8bit_adam: false
|
49 |
+
use_ema: true
|
50 |
+
validation_epochs: 5
|
logs/text2image-fine-tune/1697897683.3021379/events.out.tfevents.1697897683.5b76a09fca46.16895.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5e11255f06a3321ba438688317f484114b07209403cd6184eef19b8efd1e777
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size 2274
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logs/text2image-fine-tune/1697897683.304449/hparams.yml
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adam_beta1: 0.9
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2 |
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adam_beta2: 0.999
|
3 |
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adam_epsilon: 1.0e-08
|
4 |
+
adam_weight_decay: 0.01
|
5 |
+
allow_tf32: false
|
6 |
+
cache_dir: null
|
7 |
+
caption_column: ' text'
|
8 |
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center_crop: true
|
9 |
+
checkpointing_steps: 100000
|
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+
checkpoints_total_limit: null
|
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dataloader_num_workers: 0
|
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dataset_config_name: null
|
13 |
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dataset_name: Tochi2023/kolizo-designs-dataset
|
14 |
+
enable_xformers_memory_efficient_attention: false
|
15 |
+
gradient_accumulation_steps: 4
|
16 |
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gradient_checkpointing: true
|
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+
hub_model_id: null
|
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hub_token: null
|
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image_column: image
|
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input_perturbation: 0
|
21 |
+
learning_rate: 1.0e-05
|
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+
local_rank: -1
|
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logging_dir: logs
|
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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_samples: null
|
28 |
+
max_train_steps: 20
|
29 |
+
mixed_precision: 'no'
|
30 |
+
noise_offset: 0
|
31 |
+
non_ema_revision: null
|
32 |
+
num_train_epochs: 7
|
33 |
+
output_dir: Tochi2023/Kolizo-design-model
|
34 |
+
prediction_type: null
|
35 |
+
pretrained_model_name_or_path: CompVis/stable-diffusion-v1-2
|
36 |
+
push_to_hub: true
|
37 |
+
random_flip: true
|
38 |
+
report_to: tensorboard
|
39 |
+
resolution: 512
|
40 |
+
resume_from_checkpoint: null
|
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revision: null
|
42 |
+
scale_lr: false
|
43 |
+
seed: null
|
44 |
+
snr_gamma: null
|
45 |
+
tracker_project_name: text2image-fine-tune
|
46 |
+
train_batch_size: 1
|
47 |
+
train_data_dir: null
|
48 |
+
use_8bit_adam: false
|
49 |
+
use_ema: true
|
50 |
+
validation_epochs: 5
|
logs/text2image-fine-tune/1697900229.346613/events.out.tfevents.1697900229.5b76a09fca46.30616.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:fed1d8a548e064d0e651a9329b3353d36e552409eaf049538f444f384ad9ac7f
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size 2274
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logs/text2image-fine-tune/1697900229.3487446/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
|
4 |
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adam_weight_decay: 0.01
|
5 |
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allow_tf32: false
|
6 |
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cache_dir: null
|
7 |
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caption_column: ' text'
|
8 |
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center_crop: true
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9 |
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checkpointing_steps: 100000
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checkpoints_total_limit: null
|
11 |
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dataloader_num_workers: 0
|
12 |
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dataset_config_name: null
|
13 |
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dataset_name: Tochi2023/kolizo-designs-dataset
|
14 |
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enable_xformers_memory_efficient_attention: false
|
15 |
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gradient_accumulation_steps: 4
|
16 |
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gradient_checkpointing: true
|
17 |
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hub_model_id: null
|
18 |
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hub_token: null
|
19 |
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image_column: image
|
20 |
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input_perturbation: 0
|
21 |
+
learning_rate: 1.0e-05
|
22 |
+
local_rank: -1
|
23 |
+
logging_dir: logs
|
24 |
+
lr_scheduler: constant
|
25 |
+
lr_warmup_steps: 0
|
26 |
+
max_grad_norm: 1.0
|
27 |
+
max_train_samples: null
|
28 |
+
max_train_steps: 20
|
29 |
+
mixed_precision: 'no'
|
30 |
+
noise_offset: 0
|
31 |
+
non_ema_revision: null
|
32 |
+
num_train_epochs: 7
|
33 |
+
output_dir: Tochi2023/Kolizo-design-model
|
34 |
+
prediction_type: null
|
35 |
+
pretrained_model_name_or_path: CompVis/stable-diffusion-v1-2
|
36 |
+
push_to_hub: true
|
37 |
+
random_flip: true
|
38 |
+
report_to: tensorboard
|
39 |
+
resolution: 512
|
40 |
+
resume_from_checkpoint: null
|
41 |
+
revision: null
|
42 |
+
scale_lr: false
|
43 |
+
seed: null
|
44 |
+
snr_gamma: null
|
45 |
+
tracker_project_name: text2image-fine-tune
|
46 |
+
train_batch_size: 1
|
47 |
+
train_data_dir: null
|
48 |
+
use_8bit_adam: false
|
49 |
+
use_ema: true
|
50 |
+
validation_epochs: 5
|
logs/text2image-fine-tune/1697913560.9406488/events.out.tfevents.1697913560.5b76a09fca46.87305.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:4311d913cf7f633c96410b2e93d5f81c35f0e1c55b6b9d31949ac4d7dcce4cb9
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size 2274
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logs/text2image-fine-tune/1697913560.9430113/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
|
4 |
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adam_weight_decay: 0.01
|
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allow_tf32: false
|
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cache_dir: null
|
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+
{
|
2 |
+
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|
3 |
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|
4 |
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|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
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|
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|
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|
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|
22 |
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|
23 |
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|
24 |
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|
tokenizer/tokenizer_config.json
ADDED
@@ -0,0 +1,30 @@
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1 |
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{
|
2 |
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|
3 |
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|
4 |
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"49406": {
|
5 |
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|
6 |
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
27 |
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|
28 |
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|
29 |
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|
30 |
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|
tokenizer/vocab.json
ADDED
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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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|
3 |
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|
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|
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|
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|
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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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|
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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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|
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|
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|
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|
61 |
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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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unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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vae/config.json
ADDED
@@ -0,0 +1,32 @@
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{
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|
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|
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|
vae/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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val_imgs_grid.png
ADDED