End of training
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- 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/1725365367.5302987/events.out.tfevents.1725365367.4acfe8fffde5.29583.1 +3 -0
- logs/dreambooth/1725365367.5334709/hparams.yml +60 -0
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- logs/dreambooth/1725365612.69843/hparams.yml +60 -0
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- logs/dreambooth/1725412990.1536276/events.out.tfevents.1725412990.4acfe8fffde5.17986.1 +3 -0
- logs/dreambooth/1725412990.156464/hparams.yml +60 -0
- logs/dreambooth/1725413056.2019901/events.out.tfevents.1725413056.4acfe8fffde5.19024.1 +3 -0
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- logs/dreambooth/1725413347.3513792/events.out.tfevents.1725413347.4acfe8fffde5.23696.1 +3 -0
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- logs/dreambooth/1725413375.6205006/events.out.tfevents.1725413375.4acfe8fffde5.24178.1 +3 -0
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- logs/dreambooth/events.out.tfevents.1725365612.4acfe8fffde5.7609.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725365785.4acfe8fffde5.9509.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725366057.4acfe8fffde5.12670.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725412924.4acfe8fffde5.16501.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725412990.4acfe8fffde5.17986.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725413056.4acfe8fffde5.19024.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725413291.4acfe8fffde5.22744.0 +3 -0
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- logs/dreambooth/events.out.tfevents.1725413347.4acfe8fffde5.23696.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725413375.4acfe8fffde5.24178.0 +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
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 gray 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/best_model
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This is a dreambooth model derived from stabilityai/stable-diffusion-2. The weights were trained on a photo of gray 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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size 6927867155
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checkpoint-500/random_states_0.pkl
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size 14663
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checkpoint-500/scaler.pt
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version https://git-lfs.github.com/spec/v1
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size 557
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checkpoint-500/scheduler.bin
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size 563
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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": 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": [
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5,
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20,
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20
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],
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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": 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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"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,
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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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"reverse_transformer_layers_per_block": null,
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"sample_size": 96,
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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": 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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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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"image_mean": [
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],
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"image_processor_type": "CLIPImageProcessor",
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"image_std": [
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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/1725365367.5302987/events.out.tfevents.1725365367.4acfe8fffde5.29583.1
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version https://git-lfs.github.com/spec/v1
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logs/dreambooth/1725365367.5334709/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/cat/gray
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instance_prompt: a photo of gray 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: 200
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num_train_epochs: 15
|
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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
|
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pre_compute_text_embeddings: false
|
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+
pretrained_model_name_or_path: stabilityai/stable-diffusion-2
|
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prior_generation_precision: null
|
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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
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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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snr_gamma: null
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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
|
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+
use_8bit_adam: false
|
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+
validation_prompt: null
|
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+
validation_scheduler: DPMSolverMultistepScheduler
|
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+
validation_steps: 100
|
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+
variant: null
|
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+
with_prior_preservation: true
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logs/dreambooth/1725365549.8584597/events.out.tfevents.1725365549.4acfe8fffde5.6910.1
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version https://git-lfs.github.com/spec/v1
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logs/dreambooth/1725365549.8615425/hparams.yml
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"content": "<|endoftext|>",
|
19 |
+
"lstrip": false,
|
20 |
+
"normalized": true,
|
21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
|
23 |
+
}
|
24 |
+
}
|