End of training
Browse files- README.md +43 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scaler.pt +3 -0
- checkpoint-500/scheduler.bin +3 -0
- checkpoint-500/unet/config.json +73 -0
- checkpoint-500/unet/diffusion_pytorch_model.safetensors +3 -0
- feature_extractor/preprocessor_config.json +27 -0
- logs/dreambooth/1725427149.5841866/events.out.tfevents.1725427149.4acfe8fffde5.29942.1 +3 -0
- logs/dreambooth/1725427149.587231/hparams.yml +60 -0
- logs/dreambooth/1725427221.043651/events.out.tfevents.1725427221.4acfe8fffde5.31410.1 +3 -0
- logs/dreambooth/1725427221.045206/hparams.yml +60 -0
- logs/dreambooth/events.out.tfevents.1725427149.4acfe8fffde5.29942.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725427221.4acfe8fffde5.31410.0 +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/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +38 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +73 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +38 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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---
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base_model: stabilityai/stable-diffusion-2
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library_name: diffusers
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license: creativeml-openrail-m
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tags:
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- text-to-image
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- dreambooth
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- diffusers-training
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- stable-diffusion
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- stable-diffusion-diffusers
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inference: true
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instance_prompt: a photo of animation style cat
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---
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<!-- This model card has been generated automatically according to the information the training script had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# DreamBooth - aang77/animation
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This is a dreambooth model derived from stabilityai/stable-diffusion-2. The weights were trained on a photo of animation style cat using [DreamBooth](https://dreambooth.github.io/).
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You can find some example images in the following.
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DreamBooth for the text encoder was enabled: False.
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## Intended uses & limitations
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#### How to use
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```python
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# TODO: add an example code snippet for running this diffusion pipeline
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```
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#### Limitations and bias
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[TODO: provide examples of latent issues and potential remediations]
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## Training details
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[TODO: describe the data used to train the model]
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checkpoint-500/optimizer.bin
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checkpoint-500/random_states_0.pkl
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checkpoint-500/scaler.pt
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checkpoint-500/scheduler.bin
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checkpoint-500/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.31.0.dev0",
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"_name_or_path": "stabilityai/stable-diffusion-2",
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"act_fn": "silu",
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"addition_embed_type_num_heads": 64,
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"attention_type": "default",
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"block_out_channels": [
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320,
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"center_input_sample": false,
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"conv_out_kernel": 3,
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"cross_attention_dim": 1024,
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"cross_attention_norm": null,
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"down_block_types": [
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"dropout": 0.0,
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"dual_cross_attention": false,
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"resnet_out_scale_factor": 1.0,
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"resnet_time_scale_shift": "default",
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"reverse_transformer_layers_per_block": null,
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"sample_size": 96,
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"CrossAttnUpBlock2D",
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],
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"upcast_attention": false,
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"use_linear_projection": true
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}
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checkpoint-500/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 3463726504
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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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"size": {
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"shortest_edge": 224
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}
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}
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logs/dreambooth/1725427149.5841866/events.out.tfevents.1725427149.4acfe8fffde5.29942.1
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version https://git-lfs.github.com/spec/v1
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logs/dreambooth/1725427149.587231/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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+
center_crop: false
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+
checkpointing_steps: 500
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+
checkpoints_total_limit: null
|
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+
class_data_dir: /workspace/CES/LucidDreamer/dataset/cat
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+
class_labels_conditioning: null
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+
class_prompt: a photo of cat
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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: /workspace/CES/LucidDreamer/dataset/animation
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instance_prompt: a photo of animation style cat
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learning_rate: 5.0e-06
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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: 800
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mixed_precision: fp16
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+
num_class_images: 50
|
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+
num_train_epochs: 17
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+
num_validation_images: 4
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+
offset_noise: false
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+
output_dir: /workspace/CES/LucidDreamer/best_model/animation
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+
pre_compute_text_embeddings: false
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36 |
+
pretrained_model_name_or_path: stabilityai/stable-diffusion-2
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+
prior_generation_precision: null
|
38 |
+
prior_loss_weight: 1.0
|
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+
push_to_hub: true
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report_to: tensorboard
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resolution: 512
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resume_from_checkpoint: null
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revision: null
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sample_batch_size: 4
|
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scale_lr: false
|
46 |
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seed: null
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set_grads_to_none: false
|
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skip_save_text_encoder: false
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49 |
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snr_gamma: null
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text_encoder_use_attention_mask: false
|
51 |
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tokenizer_max_length: null
|
52 |
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tokenizer_name: null
|
53 |
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train_batch_size: 1
|
54 |
+
train_text_encoder: false
|
55 |
+
use_8bit_adam: false
|
56 |
+
validation_prompt: null
|
57 |
+
validation_scheduler: DPMSolverMultistepScheduler
|
58 |
+
validation_steps: 100
|
59 |
+
variant: null
|
60 |
+
with_prior_preservation: true
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logs/dreambooth/1725427221.043651/events.out.tfevents.1725427221.4acfe8fffde5.31410.1
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version https://git-lfs.github.com/spec/v1
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logs/dreambooth/1725427221.045206/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 |
+
class_data_dir: /workspace/CES/LucidDreamer/dataset/cat
|
10 |
+
class_labels_conditioning: null
|
11 |
+
class_prompt: a photo of cat
|
12 |
+
dataloader_num_workers: 0
|
13 |
+
enable_xformers_memory_efficient_attention: false
|
14 |
+
gradient_accumulation_steps: 1
|
15 |
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gradient_checkpointing: false
|
16 |
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hub_model_id: null
|
17 |
+
hub_token: null
|
18 |
+
instance_data_dir: /workspace/CES/LucidDreamer/dataset/animation
|
19 |
+
instance_prompt: a photo of animation style cat
|
20 |
+
learning_rate: 5.0e-06
|
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: 800
|
29 |
+
mixed_precision: fp16
|
30 |
+
num_class_images: 50
|
31 |
+
num_train_epochs: 17
|
32 |
+
num_validation_images: 4
|
33 |
+
offset_noise: false
|
34 |
+
output_dir: /workspace/CES/LucidDreamer/best_model/animation
|
35 |
+
pre_compute_text_embeddings: false
|
36 |
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pretrained_model_name_or_path: stabilityai/stable-diffusion-2
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