End of training
Browse files- README.md +22 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scheduler.bin +3 -0
- checkpoint-500/unet/config.json +66 -0
- checkpoint-500/unet/diffusion_pytorch_model.safetensors +3 -0
- feature_extractor/preprocessor_config.json +28 -0
- logs/dreambooth/1693844674.010176/events.out.tfevents.1693844674.a71733229ff5.6890.1 +3 -0
- logs/dreambooth/1693844674.012369/hparams.yml +58 -0
- logs/dreambooth/1693844791.263948/events.out.tfevents.1693844791.a71733229ff5.7439.1 +3 -0
- logs/dreambooth/1693844791.2658007/hparams.yml +58 -0
- logs/dreambooth/1693845271.6212652/events.out.tfevents.1693845271.a71733229ff5.9584.1 +3 -0
- logs/dreambooth/1693845271.623147/hparams.yml +58 -0
- logs/dreambooth/1693846902.1680522/events.out.tfevents.1693846902.a71733229ff5.16420.1 +3 -0
- logs/dreambooth/1693846902.1722484/hparams.yml +58 -0
- logs/dreambooth/events.out.tfevents.1693844673.a71733229ff5.6890.0 +3 -0
- logs/dreambooth/events.out.tfevents.1693844791.a71733229ff5.7439.0 +3 -0
- logs/dreambooth/events.out.tfevents.1693845271.a71733229ff5.9584.0 +3 -0
- logs/dreambooth/events.out.tfevents.1693846902.a71733229ff5.16420.0 +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/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 +66 -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: CompVis/stable-diffusion-v1-4
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instance_prompt: a photo of sks dog
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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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- dreambooth
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inference: true
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---
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# DreamBooth - Karn07/output
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This is a dreambooth model derived from CompVis/stable-diffusion-v1-4. The weights were trained on a photo of sks dog 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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checkpoint-500/optimizer.bin
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checkpoint-500/random_states_0.pkl
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checkpoint-500/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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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": "0.21.0.dev0",
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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"act_fn": "silu",
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"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": null,
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"attention_head_dim": 8,
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"attention_type": "default",
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"block_out_channels": [
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320,
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640,
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1280,
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1280
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],
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"center_input_sample": false,
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"class_embed_type": null,
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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": 768,
|
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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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"dual_cross_attention": false,
|
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"encoder_hid_dim": null,
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"encoder_hid_dim_type": null,
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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_only_cross_attention": null,
|
39 |
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
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"norm_eps": 1e-05,
|
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"norm_num_groups": 32,
|
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"num_attention_heads": null,
|
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"num_class_embeds": null,
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"only_cross_attention": false,
|
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"out_channels": 4,
|
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"projection_class_embeddings_input_dim": null,
|
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"resnet_out_scale_factor": 1.0,
|
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"resnet_skip_time_act": false,
|
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"resnet_time_scale_shift": "default",
|
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"sample_size": 64,
|
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"time_cond_proj_dim": null,
|
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"time_embedding_act_fn": null,
|
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"time_embedding_dim": null,
|
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"time_embedding_type": "positional",
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"timestep_post_act": null,
|
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"transformer_layers_per_block": 1,
|
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"up_block_types": [
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"UpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D"
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],
|
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"upcast_attention": false,
|
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"use_linear_projection": false
|
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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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oid sha256:dd3739d9f53be9947eaf47c43f63bb82e2409567b5fde73def3bd2e3e2a80682
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size 3438167536
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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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logs/dreambooth/1693844674.010176/events.out.tfevents.1693844674.a71733229ff5.6890.1
ADDED
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version https://git-lfs.github.com/spec/v1
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size 2798
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logs/dreambooth/1693844674.012369/hparams.yml
ADDED
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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 |
+
adam_weight_decay: 0.01
|
5 |
+
allow_tf32: false
|
6 |
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center_crop: false
|
7 |
+
checkpointing_steps: 500
|
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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: /content/diffusers/dog
|
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instance_prompt: a photo of sks dog
|
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learning_rate: 5.0e-06
|
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local_rank: -1
|
22 |
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logging_dir: logs
|
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lr_num_cycles: 1
|
24 |
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lr_power: 1.0
|
25 |
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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: 400
|
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+
mixed_precision: null
|
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+
num_class_images: 100
|
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+
num_train_epochs: 80
|
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num_validation_images: 4
|
33 |
+
offset_noise: false
|
34 |
+
output_dir: /content/diffusers/examples/dreambooth/output
|
35 |
+
pre_compute_text_embeddings: false
|
36 |
+
pretrained_model_name_or_path: CompVis/stable-diffusion-v1-4
|
37 |
+
prior_generation_precision: null
|
38 |
+
prior_loss_weight: 1.0
|
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+
push_to_hub: false
|
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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
|
45 |
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scale_lr: false
|
46 |
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seed: null
|
47 |
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set_grads_to_none: false
|
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skip_save_text_encoder: false
|
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text_encoder_use_attention_mask: false
|
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tokenizer_max_length: null
|
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tokenizer_name: null
|
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train_batch_size: 1
|
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train_text_encoder: false
|
54 |
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use_8bit_adam: false
|
55 |
+
validation_prompt: null
|
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+
validation_scheduler: DPMSolverMultistepScheduler
|
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+
validation_steps: 100
|
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+
with_prior_preservation: false
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logs/dreambooth/1693844791.263948/events.out.tfevents.1693844791.a71733229ff5.7439.1
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version https://git-lfs.github.com/spec/v1
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logs/dreambooth/1693844791.2658007/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: 500
|
8 |
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checkpoints_total_limit: null
|
9 |
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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
|
14 |
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gradient_accumulation_steps: 1
|
15 |
+
gradient_checkpointing: false
|
16 |
+
hub_model_id: null
|
17 |
+
hub_token: null
|
18 |
+
instance_data_dir: /content/diffusers/dog
|
19 |
+
instance_prompt: a photo of sks dog
|
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: 400
|
29 |
+
mixed_precision: null
|
30 |
+
num_class_images: 100
|
31 |
+
num_train_epochs: 80
|
32 |
+
num_validation_images: 4
|
33 |
+
offset_noise: false
|
34 |
+
output_dir: /content/diffusers/examples/dreambooth/output
|
35 |
+
pre_compute_text_embeddings: false
|
36 |
+
pretrained_model_name_or_path: CompVis/stable-diffusion-v1-4
|
37 |
+
prior_generation_precision: null
|
38 |
+
prior_loss_weight: 1.0
|
39 |
+
push_to_hub: false
|
40 |
+
report_to: tensorboard
|
41 |
+
resolution: 512
|
42 |
+
resume_from_checkpoint: null
|
43 |
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revision: null
|
44 |
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sample_batch_size: 4
|
45 |
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scale_lr: false
|
46 |
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seed: null
|
47 |
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set_grads_to_none: false
|
48 |
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skip_save_text_encoder: false
|
49 |
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text_encoder_use_attention_mask: false
|
50 |
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tokenizer_max_length: null
|
51 |
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tokenizer_name: null
|
52 |
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train_batch_size: 1
|
53 |
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train_text_encoder: false
|
54 |
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use_8bit_adam: false
|
55 |
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validation_prompt: null
|
56 |
+
validation_scheduler: DPMSolverMultistepScheduler
|
57 |
+
validation_steps: 100
|
58 |
+
with_prior_preservation: false
|
logs/dreambooth/1693845271.6212652/events.out.tfevents.1693845271.a71733229ff5.9584.1
ADDED
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"eos_token": {
|
14 |
+
"__type": "AddedToken",
|
15 |
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"content": "<|endoftext|>",
|
16 |
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"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false
|
20 |
+
},
|
21 |
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"errors": "replace",
|
22 |
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"model_max_length": 77,
|
23 |
+
"pad_token": "<|endoftext|>",
|
24 |
+
"tokenizer_class": "CLIPTokenizer",
|
25 |
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"unk_token": {
|
26 |
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"__type": "AddedToken",
|
27 |
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"content": "<|endoftext|>",
|
28 |
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"lstrip": false,
|
29 |
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"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 +1,66 @@
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|
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|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_class_name": "UNet2DConditionModel",
|
3 |
+
"_diffusers_version": "0.21.0.dev0",
|
4 |
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
|
5 |
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"act_fn": "silu",
|
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|
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|
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|
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|
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|
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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|
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|
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|
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|
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|
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"conv_in_kernel": 3,
|
21 |
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|
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 |
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"CrossAttnDownBlock2D",
|
26 |
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"CrossAttnDownBlock2D",
|
27 |
+
"CrossAttnDownBlock2D",
|
28 |
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"DownBlock2D"
|
29 |
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],
|
30 |
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|
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"dual_cross_attention": false,
|
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|
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|
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|
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|
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"in_channels": 4,
|
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|
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"mid_block_only_cross_attention": null,
|
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"mid_block_scale_factor": 1,
|
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
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"norm_eps": 1e-05,
|
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|
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"num_attention_heads": null,
|
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"num_class_embeds": null,
|
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"only_cross_attention": false,
|
46 |
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"out_channels": 4,
|
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|
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|
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"resnet_skip_time_act": false,
|
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"resnet_time_scale_shift": "default",
|
51 |
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"sample_size": 64,
|
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|
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|
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"time_embedding_dim": null,
|
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"time_embedding_type": "positional",
|
56 |
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"timestep_post_act": null,
|
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"transformer_layers_per_block": 1,
|
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"up_block_types": [
|
59 |
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"UpBlock2D",
|
60 |
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"CrossAttnUpBlock2D",
|
61 |
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"CrossAttnUpBlock2D",
|
62 |
+
"CrossAttnUpBlock2D"
|
63 |
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],
|
64 |
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"upcast_attention": false,
|
65 |
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"use_linear_projection": false
|
66 |
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}
|
unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
|
|
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd3739d9f53be9947eaf47c43f63bb82e2409567b5fde73def3bd2e3e2a80682
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size 3438167536
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vae/config.json
ADDED
@@ -0,0 +1,32 @@
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|
1 |
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{
|
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"_class_name": "AutoencoderKL",
|
3 |
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"_diffusers_version": "0.21.0.dev0",
|
4 |
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"_name_or_path": "/root/.cache/huggingface/hub/models--CompVis--stable-diffusion-v1-4/snapshots/133a221b8aa7292a167afc5127cb63fb5005638b/vae",
|
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"act_fn": "silu",
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"block_out_channels": [
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|
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|
9 |
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|
10 |
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|
11 |
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|
12 |
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"down_block_types": [
|
13 |
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"DownEncoderBlock2D",
|
14 |
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"DownEncoderBlock2D",
|
15 |
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"DownEncoderBlock2D",
|
16 |
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"DownEncoderBlock2D"
|
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|
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"force_upcast": true,
|
19 |
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|
20 |
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"latent_channels": 4,
|
21 |
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"layers_per_block": 2,
|
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"norm_num_groups": 32,
|
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|
24 |
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"sample_size": 512,
|
25 |
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"scaling_factor": 0.18215,
|
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"up_block_types": [
|
27 |
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"UpDecoderBlock2D",
|
28 |
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"UpDecoderBlock2D",
|
29 |
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"UpDecoderBlock2D",
|
30 |
+
"UpDecoderBlock2D"
|
31 |
+
]
|
32 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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