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/scheduler.bin +3 -0
- checkpoint-500/text_encoder/config.json +25 -0
- checkpoint-500/text_encoder/model.safetensors +3 -0
- checkpoint-500/unet/config.json +68 -0
- checkpoint-500/unet/diffusion_pytorch_model.safetensors +3 -0
- feature_extractor/preprocessor_config.json +44 -0
- logs/dreambooth/1725093106.3077626/events.out.tfevents.1725093106.keukegen.13930.1 +3 -0
- logs/dreambooth/1725093106.3084295/hparams.yml +60 -0
- logs/dreambooth/1725093527.0572906/events.out.tfevents.1725093527.keukegen.16450.1 +3 -0
- logs/dreambooth/1725093527.0582452/hparams.yml +60 -0
- logs/dreambooth/1725095796.0597594/events.out.tfevents.1725095796.keukegen.36503.1 +3 -0
- logs/dreambooth/1725095796.0606122/hparams.yml +60 -0
- logs/dreambooth/1725099813.307738/events.out.tfevents.1725099813.keukegen.57415.1 +3 -0
- logs/dreambooth/1725099813.3087025/hparams.yml +60 -0
- logs/dreambooth/events.out.tfevents.1725093106.keukegen.13930.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725093527.keukegen.16450.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725095796.keukegen.36503.0 +3 -0
- logs/dreambooth/events.out.tfevents.1725099813.keukegen.57415.0 +3 -0
- model_index.json +38 -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 +30 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +68 -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: CompVis/stable-diffusion-v1-4
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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 sks 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 - strickvl/sd-dreambooth-blupus
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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 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: True.
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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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version https://git-lfs.github.com/spec/v1
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oid sha256:e550948109e2fc3fa3fcc8960776e2c3ea3dc8f842085c60b7f3e6e1e501862d
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size 1972598422
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checkpoint-500/random_states_0.pkl
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version https://git-lfs.github.com/spec/v1
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size 14668
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checkpoint-500/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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size 1000
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checkpoint-500/text_encoder/config.json
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{
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
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"hidden_size": 768,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"projection_dim": 512,
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"torch_dtype": "float32",
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"transformers_version": "4.41.2",
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"vocab_size": 49408
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}
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checkpoint-500/text_encoder/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 492265168
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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": "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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"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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38 |
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"layers_per_block": 2,
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39 |
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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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42 |
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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": 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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60 |
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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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size 3438167536
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feature_extractor/preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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"do_center_crop",
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"crop_size",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"do_convert_rgb",
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"return_tensors",
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"data_format",
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"input_data_format"
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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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35 |
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0.26862954,
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],
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"resample": 3,
|
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"rescale_factor": 0.00392156862745098,
|
41 |
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"size": {
|
42 |
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"shortest_edge": 224
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43 |
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}
|
44 |
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}
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logs/dreambooth/1725093106.3077626/events.out.tfevents.1725093106.keukegen.13930.1
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version https://git-lfs.github.com/spec/v1
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size 2948
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logs/dreambooth/1725093106.3084295/hparams.yml
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adam_beta1: 0.9
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adam_beta2: 0.999
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3 |
+
adam_epsilon: 1.0e-08
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4 |
+
adam_weight_decay: 0.01
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5 |
+
allow_tf32: false
|
6 |
+
center_crop: false
|
7 |
+
checkpointing_steps: 500
|
8 |
+
checkpoints_total_limit: null
|
9 |
+
class_data_dir: data/ginger-class
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10 |
+
class_labels_conditioning: null
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+
class_prompt: a photo of ginger cat
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dataloader_num_workers: 0
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13 |
+
enable_xformers_memory_efficient_attention: false
|
14 |
+
gradient_accumulation_steps: 1
|
15 |
+
gradient_checkpointing: true
|
16 |
+
hub_model_id: null
|
17 |
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hub_token: null
|
18 |
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instance_data_dir: /tmp/instance_images_di62y2pw
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19 |
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instance_prompt: a photo of sks cat
|
20 |
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learning_rate: 2.0e-06
|
21 |
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local_rank: 0
|
22 |
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logging_dir: logs
|
23 |
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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
|
26 |
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lr_warmup_steps: 0
|
27 |
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max_grad_norm: 1.0
|
28 |
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max_train_steps: 800
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mixed_precision: bf16
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30 |
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num_class_images: 200
|
31 |
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num_train_epochs: 8
|
32 |
+
num_validation_images: 4
|
33 |
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offset_noise: false
|
34 |
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output_dir: ./sd-dreambooth-blupus
|
35 |
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pre_compute_text_embeddings: false
|
36 |
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pretrained_model_name_or_path: CompVis/stable-diffusion-v1-4
|
37 |
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prior_generation_precision: null
|
38 |
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prior_loss_weight: 1.0
|
39 |
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push_to_hub: true
|
40 |
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report_to: tensorboard
|
41 |
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resolution: 512
|
42 |
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resume_from_checkpoint: null
|
43 |
+
revision: null
|
44 |
+
sample_batch_size: 4
|
45 |
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scale_lr: false
|
46 |
+
seed: null
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47 |
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set_grads_to_none: false
|
48 |
+
skip_save_text_encoder: false
|
49 |
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snr_gamma: null
|
50 |
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text_encoder_use_attention_mask: false
|
51 |
+
tokenizer_max_length: null
|
52 |
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tokenizer_name: null
|
53 |
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train_batch_size: 1
|
54 |
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train_text_encoder: true
|
55 |
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use_8bit_adam: true
|
56 |
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validation_prompt: null
|
57 |
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validation_scheduler: DPMSolverMultistepScheduler
|
58 |
+
validation_steps: 100
|
59 |
+
variant: null
|
60 |
+
with_prior_preservation: true
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logs/dreambooth/1725093527.0572906/events.out.tfevents.1725093527.keukegen.16450.1
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text_encoder/config.json
ADDED
@@ -0,0 +1,25 @@
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|
1 |
+
{
|
2 |
+
"_name_or_path": "CompVis/stable-diffusion-v1-4",
|
3 |
+
"architectures": [
|
4 |
+
"CLIPTextModel"
|
5 |
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],
|
6 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
19 |
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|
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|
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|
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|
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|
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}
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text_encoder/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
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size 492265168
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tokenizer/merges.txt
ADDED
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|
tokenizer/special_tokens_map.json
ADDED
@@ -0,0 +1,24 @@
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|
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|
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|
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},
|
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"eos_token": {
|
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|
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|
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|
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|
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|
15 |
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},
|
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"pad_token": "<|endoftext|>",
|
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|
22 |
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|
23 |
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|
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|
tokenizer/tokenizer_config.json
ADDED
@@ -0,0 +1,30 @@
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{
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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tokenizer/vocab.json
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unet/config.json
ADDED
@@ -0,0 +1,68 @@
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unet/diffusion_pytorch_model.safetensors
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vae/config.json
ADDED
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vae/diffusion_pytorch_model.safetensors
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