End of training
Browse files- README.md +17 -0
- feature_extractor/preprocessor_config.json +28 -0
- learned_embeds.safetensors +3 -0
- logs/textual_inversion/1706280421.578669/events.out.tfevents.1706280421.iLab1.2204967.1 +3 -0
- logs/textual_inversion/1706280421.5903156/hparams.yml +50 -0
- logs/textual_inversion/1706280825.454071/events.out.tfevents.1706280825.iLab1.2206154.1 +3 -0
- logs/textual_inversion/1706280825.4620266/hparams.yml +50 -0
- logs/textual_inversion/1706350703.133833/events.out.tfevents.1706350703.iLab1.2382622.1 +3 -0
- logs/textual_inversion/1706350703.1423192/hparams.yml +50 -0
- logs/textual_inversion/1706371045.0783992/events.out.tfevents.1706371045.iLab1.2434479.1 +3 -0
- logs/textual_inversion/1706371045.0874188/hparams.yml +50 -0
- logs/textual_inversion/1706371141.669214/events.out.tfevents.1706371141.iLab1.2434814.1 +3 -0
- logs/textual_inversion/1706371141.6791615/hparams.yml +50 -0
- logs/textual_inversion/1706371354.8574433/events.out.tfevents.1706371354.iLab1.2435567.1 +3 -0
- logs/textual_inversion/1706371354.8662636/hparams.yml +50 -0
- logs/textual_inversion/1706371561.3719206/events.out.tfevents.1706371561.iLab1.2436226.1 +3 -0
- logs/textual_inversion/1706371561.3834906/hparams.yml +50 -0
- logs/textual_inversion/1706371717.5312033/events.out.tfevents.1706371717.iLab1.2436700.1 +3 -0
- logs/textual_inversion/1706371717.5418997/hparams.yml +50 -0
- logs/textual_inversion/1706371855.6283345/events.out.tfevents.1706371855.iLab1.2437159.1 +3 -0
- logs/textual_inversion/1706371855.636531/hparams.yml +50 -0
- logs/textual_inversion/1706371949.914301/events.out.tfevents.1706371949.iLab1.2437530.1 +3 -0
- logs/textual_inversion/1706371949.922713/hparams.yml +50 -0
- logs/textual_inversion/1706372280.9472425/events.out.tfevents.1706372280.iLab1.2438547.1 +3 -0
- logs/textual_inversion/1706372280.955396/hparams.yml +50 -0
- logs/textual_inversion/events.out.tfevents.1706280421.iLab1.2204967.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706280825.iLab1.2206154.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706350703.iLab1.2382622.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706371045.iLab1.2434479.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706371141.iLab1.2434814.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706371354.iLab1.2435567.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706371561.iLab1.2436226.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706371717.iLab1.2436700.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706371855.iLab1.2437159.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706371949.iLab1.2437530.0 +3 -0
- logs/textual_inversion/events.out.tfevents.1706372280.iLab1.2438547.0 +3 -0
- model_index.json +38 -0
- scheduler/scheduler_config.json +20 -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 +73 -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: stabilityai/stable-diffusion-2-1
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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 - briannlongzhao/0
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These are textual inversion adaption weights for stabilityai/stable-diffusion-2-1. 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 sha256:59e35299370efccb3f7280ace07784d1de9822112778591c0e34d5beae9c406a
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size 4216
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logs/textual_inversion/1706280421.578669/events.out.tfevents.1706280421.iLab1.2204967.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:745a85edf2f6ea4b0a997f5bd7f62a3e3780147db4226ffae02bb7639482d08c
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size 2514
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logs/textual_inversion/1706280421.5903156/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
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+
checkpoints_total_limit: null
|
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+
class_name: American robin
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dataloader_num_workers: 0
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enable_xformers_memory_efficient_attention: true
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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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idx: 0
|
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initializer_token: American robin
|
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learnable_property: object
|
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learning_rate: 0.004
|
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local_rank: 0
|
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logging_dir: logs
|
22 |
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lr_num_cycles: 1
|
23 |
+
lr_scheduler: constant
|
24 |
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lr_warmup_steps: 0
|
25 |
+
max_train_steps: 3000
|
26 |
+
mixed_precision: bf16
|
27 |
+
no_safe_serialization: false
|
28 |
+
num_train_epochs: 22
|
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num_validation_images: 4
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num_vectors: 1
|
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output_dir: textual_inversion_models/0
|
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placeholder_token: <American robin>
|
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pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1
|
34 |
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push_to_hub: false
|
35 |
+
repeats: 100
|
36 |
+
report_to: tensorboard
|
37 |
+
resolution: 512
|
38 |
+
resume_from_checkpoint: null
|
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revision: null
|
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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: /lab/tmpig7b/u/brian-data/imagenet/images/train_small/n01558993
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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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+
wnid: n01558993
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logs/textual_inversion/1706280825.454071/events.out.tfevents.1706280825.iLab1.2206154.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:ed9b8a1a6c07ff7c7667d98d2aece1ad433fd664d3b1d1003c6993a002086860
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size 2514
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logs/textual_inversion/1706280825.4620266/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 |
+
allow_tf32: false
|
6 |
+
center_crop: false
|
7 |
+
checkpointing_steps: 500
|
8 |
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checkpoints_total_limit: null
|
9 |
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class_name: American robin
|
10 |
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dataloader_num_workers: 0
|
11 |
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enable_xformers_memory_efficient_attention: true
|
12 |
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gradient_accumulation_steps: 4
|
13 |
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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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idx: 0
|
17 |
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initializer_token: American robin
|
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learnable_property: object
|
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learning_rate: 0.004
|
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local_rank: 0
|
21 |
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logging_dir: logs
|
22 |
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lr_num_cycles: 1
|
23 |
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lr_scheduler: constant
|
24 |
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lr_warmup_steps: 0
|
25 |
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max_train_steps: 3000
|
26 |
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mixed_precision: bf16
|
27 |
+
no_safe_serialization: false
|
28 |
+
num_train_epochs: 24
|
29 |
+
num_validation_images: 4
|
30 |
+
num_vectors: 1
|
31 |
+
output_dir: textual_inversion_models/0
|
32 |
+
placeholder_token: <American robin>
|
33 |
+
pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1
|
34 |
+
push_to_hub: false
|
35 |
+
repeats: 100
|
36 |
+
report_to: tensorboard
|
37 |
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resolution: 512
|
38 |
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resume_from_checkpoint: null
|
39 |
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revision: null
|
40 |
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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: /lab/tmpig7b/u/brian-data/imagenet/images/train_small/n01558993
|
47 |
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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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wnid: n01558993
|
logs/textual_inversion/1706350703.133833/events.out.tfevents.1706350703.iLab1.2382622.1
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version https://git-lfs.github.com/spec/v1
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size 2514
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logs/textual_inversion/1706350703.1423192/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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center_crop: false
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checkpointing_steps: 500
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checkpoints_total_limit: null
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class_name: American robin
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dataloader_num_workers: 0
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enable_xformers_memory_efficient_attention: true
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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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idx: 0
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initializer_token: American robin
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learnable_property: object
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learning_rate: 0.004
|
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local_rank: 0
|
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logging_dir: logs
|
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lr_num_cycles: 1
|
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lr_scheduler: constant
|
24 |
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lr_warmup_steps: 0
|
25 |
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max_train_steps: 3000
|
26 |
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mixed_precision: bf16
|
27 |
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no_safe_serialization: false
|
28 |
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num_train_epochs: 24
|
29 |
+
num_validation_images: 4
|
30 |
+
num_vectors: 1
|
31 |
+
output_dir: textual_inversion_models/0
|
32 |
+
placeholder_token: <American robin>
|
33 |
+
pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1
|
34 |
+
push_to_hub: false
|
35 |
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repeats: 100
|
36 |
+
report_to: tensorboard
|
37 |
+
resolution: 512
|
38 |
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resume_from_checkpoint: null
|
39 |
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revision: null
|
40 |
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save_as_full_pipeline: false
|
41 |
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save_steps: 500
|
42 |
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scale_lr: true
|
43 |
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seed: null
|
44 |
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tokenizer_name: null
|
45 |
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train_batch_size: 1
|
46 |
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train_data_dir: /lab/tmpig7b/u/brian-data/imagenet/images/train_small/n01558993
|
47 |
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validation_epochs: null
|
48 |
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validation_prompt: null
|
49 |
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validation_steps: 100
|
50 |
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wnid: n01558993
|
logs/textual_inversion/1706371045.0783992/events.out.tfevents.1706371045.iLab1.2434479.1
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version https://git-lfs.github.com/spec/v1
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size 2514
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logs/textual_inversion/1706371045.0874188/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 |
+
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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class_name: American robin
|
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dataloader_num_workers: 0
|
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enable_xformers_memory_efficient_attention: true
|
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gradient_accumulation_steps: 4
|
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gradient_checkpointing: false
|
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tokenizer/tokenizer_config.json
ADDED
@@ -0,0 +1,33 @@
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1 |
+
{
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2 |
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"add_prefix_space": false,
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3 |
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"bos_token": {
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4 |
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"__type": "AddedToken",
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5 |
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"content": "<|startoftext|>",
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6 |
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"lstrip": false,
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7 |
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"normalized": true,
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8 |
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"rstrip": false,
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9 |
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"single_word": false
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10 |
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},
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11 |
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"clean_up_tokenization_spaces": true,
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12 |
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"do_lower_case": true,
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13 |
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"eos_token": {
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14 |
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"__type": "AddedToken",
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
|
19 |
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"single_word": false
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20 |
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},
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21 |
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"errors": "replace",
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22 |
+
"model_max_length": 77,
|
23 |
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"pad_token": "<|endoftext|>",
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24 |
+
"tokenizer_class": "CLIPTokenizer",
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25 |
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"unk_token": {
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26 |
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"__type": "AddedToken",
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27 |
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"content": "<|endoftext|>",
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28 |
+
"lstrip": false,
|
29 |
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"normalized": true,
|
30 |
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"rstrip": false,
|
31 |
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"single_word": false
|
32 |
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}
|
33 |
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}
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tokenizer/vocab.json
ADDED
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unet/config.json
ADDED
@@ -0,0 +1,73 @@
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1 |
+
{
|
2 |
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"_class_name": "UNet2DConditionModel",
|
3 |
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"_diffusers_version": "0.25.1",
|
4 |
+
"_name_or_path": "stabilityai/stable-diffusion-2-1",
|
5 |
+
"act_fn": "silu",
|
6 |
+
"addition_embed_type": null,
|
7 |
+
"addition_embed_type_num_heads": 64,
|
8 |
+
"addition_time_embed_dim": null,
|
9 |
+
"attention_head_dim": [
|
10 |
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5,
|
11 |
+
10,
|
12 |
+
20,
|
13 |
+
20
|
14 |
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],
|
15 |
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"attention_type": "default",
|
16 |
+
"block_out_channels": [
|
17 |
+
320,
|
18 |
+
640,
|
19 |
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1280,
|
20 |
+
1280
|
21 |
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],
|
22 |
+
"center_input_sample": false,
|
23 |
+
"class_embed_type": null,
|
24 |
+
"class_embeddings_concat": false,
|
25 |
+
"conv_in_kernel": 3,
|
26 |
+
"conv_out_kernel": 3,
|
27 |
+
"cross_attention_dim": 1024,
|
28 |
+
"cross_attention_norm": null,
|
29 |
+
"down_block_types": [
|
30 |
+
"CrossAttnDownBlock2D",
|
31 |
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"CrossAttnDownBlock2D",
|
32 |
+
"CrossAttnDownBlock2D",
|
33 |
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"DownBlock2D"
|
34 |
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],
|
35 |
+
"downsample_padding": 1,
|
36 |
+
"dropout": 0.0,
|
37 |
+
"dual_cross_attention": false,
|
38 |
+
"encoder_hid_dim": null,
|
39 |
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"encoder_hid_dim_type": null,
|
40 |
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"flip_sin_to_cos": true,
|
41 |
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"freq_shift": 0,
|
42 |
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"in_channels": 4,
|
43 |
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"layers_per_block": 2,
|
44 |
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"mid_block_only_cross_attention": null,
|
45 |
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"mid_block_scale_factor": 1,
|
46 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
47 |
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"norm_eps": 1e-05,
|
48 |
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"norm_num_groups": 32,
|
49 |
+
"num_attention_heads": null,
|
50 |
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"num_class_embeds": null,
|
51 |
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"only_cross_attention": false,
|
52 |
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"out_channels": 4,
|
53 |
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"projection_class_embeddings_input_dim": null,
|
54 |
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"resnet_out_scale_factor": 1.0,
|
55 |
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"resnet_skip_time_act": false,
|
56 |
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"resnet_time_scale_shift": "default",
|
57 |
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"reverse_transformer_layers_per_block": null,
|
58 |
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"sample_size": 96,
|
59 |
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"time_cond_proj_dim": null,
|
60 |
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"time_embedding_act_fn": null,
|
61 |
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"time_embedding_dim": null,
|
62 |
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"time_embedding_type": "positional",
|
63 |
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"timestep_post_act": null,
|
64 |
+
"transformer_layers_per_block": 1,
|
65 |
+
"up_block_types": [
|
66 |
+
"UpBlock2D",
|
67 |
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"CrossAttnUpBlock2D",
|
68 |
+
"CrossAttnUpBlock2D",
|
69 |
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"CrossAttnUpBlock2D"
|
70 |
+
],
|
71 |
+
"upcast_attention": true,
|
72 |
+
"use_linear_projection": true
|
73 |
+
}
|
unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8a3a4d7978884c5e4ef00b62641b1b544b257be2f6715d984188610ad6475ad2
|
3 |
+
size 1731904736
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vae/config.json
ADDED
@@ -0,0 +1,32 @@
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|
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|
|
|
1 |
+
{
|
2 |
+
"_class_name": "AutoencoderKL",
|
3 |
+
"_diffusers_version": "0.25.1",
|
4 |
+
"_name_or_path": "stabilityai/stable-diffusion-2-1",
|
5 |
+
"act_fn": "silu",
|
6 |
+
"block_out_channels": [
|
7 |
+
128,
|
8 |
+
256,
|
9 |
+
512,
|
10 |
+
512
|
11 |
+
],
|
12 |
+
"down_block_types": [
|
13 |
+
"DownEncoderBlock2D",
|
14 |
+
"DownEncoderBlock2D",
|
15 |
+
"DownEncoderBlock2D",
|
16 |
+
"DownEncoderBlock2D"
|
17 |
+
],
|
18 |
+
"force_upcast": true,
|
19 |
+
"in_channels": 3,
|
20 |
+
"latent_channels": 4,
|
21 |
+
"layers_per_block": 2,
|
22 |
+
"norm_num_groups": 32,
|
23 |
+
"out_channels": 3,
|
24 |
+
"sample_size": 768,
|
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 @@
|
|
|
|
|
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|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3e4c08995484ee61270175e9e7a072b66a6e4eeb5f0c266667fe1f45b90daf9a
|
3 |
+
size 167335342
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