End of training
Browse files- README.md +25 -0
- checkpoint-100/optimizer.bin +3 -0
- checkpoint-100/pytorch_lora_weights.safetensors +3 -0
- checkpoint-100/random_states_0.pkl +3 -0
- checkpoint-100/scheduler.bin +3 -0
- checkpoint-200/optimizer.bin +3 -0
- checkpoint-200/pytorch_lora_weights.safetensors +3 -0
- checkpoint-200/random_states_0.pkl +3 -0
- checkpoint-200/scheduler.bin +3 -0
- checkpoint-300/optimizer.bin +3 -0
- checkpoint-300/pytorch_lora_weights.safetensors +3 -0
- checkpoint-300/random_states_0.pkl +3 -0
- checkpoint-300/scheduler.bin +3 -0
- checkpoint-400/optimizer.bin +3 -0
- checkpoint-400/pytorch_lora_weights.safetensors +3 -0
- checkpoint-400/random_states_0.pkl +3 -0
- checkpoint-400/scheduler.bin +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scheduler.bin +3 -0
- image_0.png +0 -0
- image_1.png +0 -0
- image_2.png +0 -0
- image_3.png +0 -0
- logs/dreambooth-lora/1697022793.2160602/events.out.tfevents.1697022793.instance-6686.6983.1 +3 -0
- logs/dreambooth-lora/1697022793.22255/hparams.yml +55 -0
- logs/dreambooth-lora/1697023021.9507465/events.out.tfevents.1697023021.instance-6686.7138.1 +3 -0
- logs/dreambooth-lora/1697023021.9568/hparams.yml +55 -0
- logs/dreambooth-lora/1697076445.0209897/events.out.tfevents.1697076445.instance-6686.8163.1 +3 -0
- logs/dreambooth-lora/1697076445.0273287/hparams.yml +55 -0
- logs/dreambooth-lora/1697077518.3179963/events.out.tfevents.1697077518.instance-6686.8315.1 +3 -0
- logs/dreambooth-lora/1697077518.324318/hparams.yml +55 -0
- logs/dreambooth-lora/1697084673.4880655/events.out.tfevents.1697084673.instance-6686.8581.1 +3 -0
- logs/dreambooth-lora/1697084673.4944894/hparams.yml +55 -0
- logs/dreambooth-lora/1697084926.0961595/events.out.tfevents.1697084926.instance-6686.8861.1 +3 -0
- logs/dreambooth-lora/1697084926.1028395/hparams.yml +55 -0
- logs/dreambooth-lora/1697084974.9313958/events.out.tfevents.1697084974.instance-6686.9011.1 +3 -0
- logs/dreambooth-lora/1697084974.9380283/hparams.yml +55 -0
- logs/dreambooth-lora/events.out.tfevents.1697022793.instance-6686.6983.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1697023021.instance-6686.7138.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1697076445.instance-6686.8163.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1697077518.instance-6686.8315.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1697084673.instance-6686.8581.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1697084926.instance-6686.8861.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1697084974.instance-6686.9011.0 +3 -0
- pytorch_lora_weights.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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instance_prompt: a photo of sks cat
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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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- lora
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inference: true
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---
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# LoRA DreamBooth - mangoxb/path-to-save-model
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were trained on a photo of sks cat using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
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![img_0](./image_0.png)
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![img_1](./image_1.png)
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![img_2](./image_2.png)
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![img_3](./image_3.png)
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LoRA for the text encoder was enabled: False.
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checkpoint-100/optimizer.bin
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image_0.png
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image_1.png
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image_2.png
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image_3.png
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logs/dreambooth-lora/1697022793.2160602/events.out.tfevents.1697022793.instance-6686.6983.1
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logs/dreambooth-lora/1697022793.22255/hparams.yml
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adam_beta1: 0.9
|
2 |
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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 |
+
allow_tf32: false
|
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+
center_crop: false
|
7 |
+
checkpointing_steps: 100
|
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checkpoints_total_limit: null
|
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class_data_dir: null
|
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class_labels_conditioning: null
|
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class_prompt: null
|
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dataloader_num_workers: 0
|
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enable_xformers_memory_efficient_attention: false
|
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gradient_accumulation_steps: 1
|
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gradient_checkpointing: false
|
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+
hub_model_id: null
|
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hub_token: null
|
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instance_data_dir: dog
|
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instance_prompt: a photo of sks dog
|
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+
learning_rate: 0.0002
|
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local_rank: -1
|
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logging_dir: logs
|
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lr_num_cycles: 1
|
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lr_power: 1.0
|
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lr_scheduler: constant
|
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lr_warmup_steps: 0
|
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max_grad_norm: 1.0
|
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+
max_train_steps: 500
|
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+
mixed_precision: null
|
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+
num_class_images: 100
|
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+
num_train_epochs: 100
|
32 |
+
num_validation_images: 4
|
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+
output_dir: /data/ellen-SF_615/path-to-save-model
|
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+
pre_compute_text_embeddings: false
|
35 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
36 |
+
prior_generation_precision: null
|
37 |
+
prior_loss_weight: 1.0
|
38 |
+
push_to_hub: true
|
39 |
+
rank: 4
|
40 |
+
report_to: tensorboard
|
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+
resolution: 512
|
42 |
+
resume_from_checkpoint: null
|
43 |
+
revision: null
|
44 |
+
sample_batch_size: 4
|
45 |
+
scale_lr: false
|
46 |
+
seed: 0
|
47 |
+
text_encoder_use_attention_mask: false
|
48 |
+
tokenizer_max_length: null
|
49 |
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tokenizer_name: null
|
50 |
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train_batch_size: 1
|
51 |
+
train_text_encoder: false
|
52 |
+
use_8bit_adam: false
|
53 |
+
validation_epochs: 50
|
54 |
+
validation_prompt: A photo of sks dog in a bucket
|
55 |
+
with_prior_preservation: false
|
logs/dreambooth-lora/1697023021.9507465/events.out.tfevents.1697023021.instance-6686.7138.1
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logs/dreambooth-lora/1697023021.9568/hparams.yml
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adam_beta1: 0.9
|
2 |
+
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: 100
|
8 |
+
checkpoints_total_limit: null
|
9 |
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class_data_dir: null
|
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class_labels_conditioning: null
|
11 |
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class_prompt: null
|
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dataloader_num_workers: 0
|
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+
enable_xformers_memory_efficient_attention: false
|
14 |
+
gradient_accumulation_steps: 1
|
15 |
+
gradient_checkpointing: false
|
16 |
+
hub_model_id: null
|
17 |
+
hub_token: null
|
18 |
+
instance_data_dir: dog
|
19 |
+
instance_prompt: a photo of sks dog
|
20 |
+
learning_rate: 0.0002
|
21 |
+
local_rank: -1
|
22 |
+
logging_dir: logs
|
23 |
+
lr_num_cycles: 1
|
24 |
+
lr_power: 1.0
|
25 |
+
lr_scheduler: constant
|
26 |
+
lr_warmup_steps: 0
|
27 |
+
max_grad_norm: 1.0
|
28 |
+
max_train_steps: 500
|
29 |
+
mixed_precision: null
|
30 |
+
num_class_images: 100
|
31 |
+
num_train_epochs: 100
|
32 |
+
num_validation_images: 4
|
33 |
+
output_dir: /data/ellen-SF_615/path-to-save-model
|
34 |
+
pre_compute_text_embeddings: false
|
35 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
36 |
+
prior_generation_precision: null
|
37 |
+
prior_loss_weight: 1.0
|
38 |
+
push_to_hub: true
|
39 |
+
rank: 4
|
40 |
+
report_to: tensorboard
|
41 |
+
resolution: 512
|
42 |
+
resume_from_checkpoint: null
|
43 |
+
revision: null
|
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