End of training
Browse files- README.md +17 -0
- feature_extractor/preprocessor_config.json +28 -0
- learned_embeds.safetensors +3 -0
- logs/textual_inversion/1694273189.2432952/events.out.tfevents.1694273189.uno.123988.1 +3 -0
- logs/textual_inversion/1694273189.244264/hparams.yml +47 -0
- logs/textual_inversion/1694273375.794672/events.out.tfevents.1694273375.uno.124321.1 +3 -0
- logs/textual_inversion/1694273375.795348/hparams.yml +47 -0
- logs/textual_inversion/1694273475.0678494/events.out.tfevents.1694273475.uno.124426.1 +3 -0
- logs/textual_inversion/1694273475.0685055/hparams.yml +47 -0
- logs/textual_inversion/1694274931.0763612/events.out.tfevents.1694274931.uno.124900.1 +3 -0
- logs/textual_inversion/1694274931.0770268/hparams.yml +47 -0
- logs/textual_inversion/1694276561.8736212/events.out.tfevents.1694276561.uno.125733.1 +3 -0
- logs/textual_inversion/1694276561.8743026/hparams.yml +47 -0
- logs/textual_inversion/1694277732.2635899/events.out.tfevents.1694277732.uno.125871.1 +3 -0
- logs/textual_inversion/1694277732.2642884/hparams.yml +47 -0
- logs/textual_inversion/events.out.tfevents.1694273189.uno.123988.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1694273375.uno.124321.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1694273475.uno.124426.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1694274931.uno.124900.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1694276561.uno.125733.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1694277732.uno.125871.0 +3 -0
- model_index.json +34 -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/added_tokens.json +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +33 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +67 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +32 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: runwayml/stable-diffusion-v1-5
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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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inference: true
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---
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# Textual inversion text2image fine-tuning - Yeahia/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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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": {
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"shortest_edge": 224
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}
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}
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learned_embeds.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d4c5023b2667e517feed29530339b2138f5270ec79d35259547e76ee6b7a159
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size 3192
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logs/textual_inversion/1694273189.2432952/events.out.tfevents.1694273189.uno.123988.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec6c95b11581e54bcd7559b6e7c334259462bb38de0ee6f26aa247bdd66655f3
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size 2342
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logs/textual_inversion/1694273189.244264/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 |
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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 |
+
dataloader_num_workers: 0
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10 |
+
enable_xformers_memory_efficient_attention: false
|
11 |
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gradient_accumulation_steps: 4
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+
gradient_checkpointing: false
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13 |
+
hub_model_id: null
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+
hub_token: null
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15 |
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initializer_token: toy
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16 |
+
learnable_property: object
|
17 |
+
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
|
22 |
+
lr_warmup_steps: 0
|
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+
max_train_steps: 3000
|
24 |
+
mixed_precision: 'no'
|
25 |
+
no_safe_serialization: false
|
26 |
+
num_train_epochs: 24
|
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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: runwayml/stable-diffusion-v1-5
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push_to_hub: true
|
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+
repeats: 100
|
34 |
+
report_to: tensorboard
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35 |
+
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
|
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save_steps: 500
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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: /home/yeahia/test/images
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validation_epochs: null
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validation_prompt: null
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validation_steps: 100
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logs/textual_inversion/1694273375.794672/events.out.tfevents.1694273375.uno.124321.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:49f98345ae2611fffde166365387e5d45303777ec81b0c06643c91207324a5c5
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size 2342
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logs/textual_inversion/1694273375.795348/hparams.yml
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adam_beta1: 0.9
|
2 |
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adam_beta2: 0.999
|
3 |
+
adam_epsilon: 1.0e-08
|
4 |
+
adam_weight_decay: 0.01
|
5 |
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allow_tf32: false
|
6 |
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center_crop: false
|
7 |
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checkpointing_steps: 500
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8 |
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checkpoints_total_limit: null
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9 |
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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: 4
|
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gradient_checkpointing: false
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13 |
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hub_model_id: null
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14 |
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hub_token: null
|
15 |
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initializer_token: toy
|
16 |
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learnable_property: object
|
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: 300
|
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: 3
|
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: runwayml/stable-diffusion-v1-5
|
32 |
+
push_to_hub: false
|
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
|
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save_as_full_pipeline: false
|
39 |
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save_steps: 500
|
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scale_lr: true
|
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seed: null
|
42 |
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tokenizer_name: null
|
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train_batch_size: 1
|
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train_data_dir: /home/yeahia/test/images
|
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validation_epochs: null
|
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validation_prompt: null
|
47 |
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validation_steps: 100
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logs/textual_inversion/1694273475.0678494/events.out.tfevents.1694273475.uno.124426.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:879a6880451c469e5c40cbf26bcb656266cd1d15694ef7bb8134017546b95818
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size 2342
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logs/textual_inversion/1694273475.0685055/hparams.yml
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adam_beta1: 0.9
|
2 |
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adam_beta2: 0.999
|
3 |
+
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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center_crop: false
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checkpointing_steps: 500
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checkpoints_total_limit: 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: 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
|
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: 30
|
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: 1
|
27 |
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num_validation_images: 4
|
28 |
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num_vectors: 1
|
29 |
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output_dir: textual_inversion_cat
|
30 |
+
placeholder_token: <cat-toy>
|
31 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
32 |
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push_to_hub: false
|
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
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37 |
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revision: null
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save_as_full_pipeline: false
|
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save_steps: 500
|
40 |
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scale_lr: true
|
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seed: null
|
42 |
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tokenizer_name: null
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train_batch_size: 1
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train_data_dir: /home/yeahia/test/images
|
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validation_epochs: null
|
46 |
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validation_prompt: null
|
47 |
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validation_steps: 100
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logs/textual_inversion/1694274931.0763612/events.out.tfevents.1694274931.uno.124900.1
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version https://git-lfs.github.com/spec/v1
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size 2351
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logs/textual_inversion/1694274931.0770268/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
|
5 |
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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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dataloader_num_workers: 0
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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: product
|
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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
|
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: 300
|
24 |
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mixed_precision: 'no'
|
25 |
+
no_safe_serialization: false
|
26 |
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num_train_epochs: 3
|
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: <product-shot>
|
31 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
32 |
+
push_to_hub: false
|
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
|
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train_data_dir: /home/yeahia/test/images
|
45 |
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validation_epochs: null
|
46 |
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validation_prompt: null
|
47 |
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validation_steps: 100
|
logs/textual_inversion/1694276561.8736212/events.out.tfevents.1694276561.uno.125733.1
ADDED
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version https://git-lfs.github.com/spec/v1
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logs/textual_inversion/1694276561.8743026/hparams.yml
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25 |
+
"unk_token": {
|
26 |
+
"__type": "AddedToken",
|
27 |
+
"content": "<|endoftext|>",
|
28 |
+
"lstrip": false,
|
29 |
+
"normalized": true,
|
30 |
+
"rstrip": false,
|
31 |
+
"single_word": false
|
32 |
+
}
|
33 |
+
}
|
tokenizer/vocab.json
ADDED
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|
unet/config.json
ADDED
@@ -0,0 +1,67 @@
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|
1 |
+
{
|
2 |
+
"_class_name": "UNet2DConditionModel",
|
3 |
+
"_diffusers_version": "0.21.0.dev0",
|
4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
5 |
+
"act_fn": "silu",
|
6 |
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"addition_embed_type": null,
|
7 |
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|
8 |
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|
9 |
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|
10 |
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"attention_type": "default",
|
11 |
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|
12 |
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|
13 |
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640,
|
14 |
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|
15 |
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1280
|
16 |
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],
|
17 |
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"center_input_sample": false,
|
18 |
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|
19 |
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"class_embeddings_concat": false,
|
20 |
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"conv_in_kernel": 3,
|
21 |
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"conv_out_kernel": 3,
|
22 |
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"cross_attention_dim": 768,
|
23 |
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"cross_attention_norm": null,
|
24 |
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"down_block_types": [
|
25 |
+
"CrossAttnDownBlock2D",
|
26 |
+
"CrossAttnDownBlock2D",
|
27 |
+
"CrossAttnDownBlock2D",
|
28 |
+
"DownBlock2D"
|
29 |
+
],
|
30 |
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"downsample_padding": 1,
|
31 |
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"dropout": 0.0,
|
32 |
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"dual_cross_attention": false,
|
33 |
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"encoder_hid_dim": null,
|
34 |
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"encoder_hid_dim_type": null,
|
35 |
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"flip_sin_to_cos": true,
|
36 |
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"freq_shift": 0,
|
37 |
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"in_channels": 4,
|
38 |
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"layers_per_block": 2,
|
39 |
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"mid_block_only_cross_attention": null,
|
40 |
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"mid_block_scale_factor": 1,
|
41 |
+
"mid_block_type": "UNetMidBlock2DCrossAttn",
|
42 |
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"norm_eps": 1e-05,
|
43 |
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"norm_num_groups": 32,
|
44 |
+
"num_attention_heads": null,
|
45 |
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"num_class_embeds": null,
|
46 |
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"only_cross_attention": false,
|
47 |
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"out_channels": 4,
|
48 |
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"projection_class_embeddings_input_dim": null,
|
49 |
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"resnet_out_scale_factor": 1.0,
|
50 |
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"resnet_skip_time_act": false,
|
51 |
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"resnet_time_scale_shift": "default",
|
52 |
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"sample_size": 64,
|
53 |
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"time_cond_proj_dim": null,
|
54 |
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"time_embedding_act_fn": null,
|
55 |
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"time_embedding_dim": null,
|
56 |
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"time_embedding_type": "positional",
|
57 |
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"timestep_post_act": null,
|
58 |
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"transformer_layers_per_block": 1,
|
59 |
+
"up_block_types": [
|
60 |
+
"UpBlock2D",
|
61 |
+
"CrossAttnUpBlock2D",
|
62 |
+
"CrossAttnUpBlock2D",
|
63 |
+
"CrossAttnUpBlock2D"
|
64 |
+
],
|
65 |
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"upcast_attention": false,
|
66 |
+
"use_linear_projection": false
|
67 |
+
}
|
unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:d27cd69d4a0aa32105087a619f32a51bc087e133be93fe23da92f3c0bcc07d79
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size 3438167536
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vae/config.json
ADDED
@@ -0,0 +1,32 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
1 |
+
{
|
2 |
+
"_class_name": "AutoencoderKL",
|
3 |
+
"_diffusers_version": "0.21.0.dev0",
|
4 |
+
"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
5 |
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"act_fn": "silu",
|
6 |
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"block_out_channels": [
|
7 |
+
128,
|
8 |
+
256,
|
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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"in_channels": 3,
|
20 |
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"latent_channels": 4,
|
21 |
+
"layers_per_block": 2,
|
22 |
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"norm_num_groups": 32,
|
23 |
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"out_channels": 3,
|
24 |
+
"sample_size": 512,
|
25 |
+
"scaling_factor": 0.18215,
|
26 |
+
"up_block_types": [
|
27 |
+
"UpDecoderBlock2D",
|
28 |
+
"UpDecoderBlock2D",
|
29 |
+
"UpDecoderBlock2D",
|
30 |
+
"UpDecoderBlock2D"
|
31 |
+
]
|
32 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
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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