End of training
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +4 -0
- README.md +48 -0
- checkpoint-4000/optimizer.bin +3 -0
- checkpoint-4000/random_states_0.pkl +3 -0
- checkpoint-4000/scheduler.bin +3 -0
- checkpoint-4000/text_encoder/config.json +25 -0
- checkpoint-4000/text_encoder/model.safetensors +3 -0
- checkpoint-4000/unet/config.json +68 -0
- checkpoint-4000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-4500/optimizer.bin +3 -0
- checkpoint-4500/random_states_0.pkl +3 -0
- checkpoint-4500/scheduler.bin +3 -0
- checkpoint-4500/text_encoder/config.json +25 -0
- checkpoint-4500/text_encoder/model.safetensors +3 -0
- checkpoint-4500/unet/config.json +68 -0
- checkpoint-4500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-5000/optimizer.bin +3 -0
- checkpoint-5000/random_states_0.pkl +3 -0
- checkpoint-5000/scheduler.bin +3 -0
- checkpoint-5000/text_encoder/config.json +25 -0
- checkpoint-5000/text_encoder/model.safetensors +3 -0
- checkpoint-5000/unet/config.json +68 -0
- checkpoint-5000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-5500/optimizer.bin +3 -0
- checkpoint-5500/random_states_0.pkl +3 -0
- checkpoint-5500/scheduler.bin +3 -0
- checkpoint-5500/text_encoder/config.json +25 -0
- checkpoint-5500/text_encoder/model.safetensors +3 -0
- checkpoint-5500/unet/config.json +68 -0
- checkpoint-5500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-6000/optimizer.bin +3 -0
- checkpoint-6000/random_states_0.pkl +3 -0
- checkpoint-6000/scheduler.bin +3 -0
- checkpoint-6000/text_encoder/config.json +25 -0
- checkpoint-6000/text_encoder/model.safetensors +3 -0
- checkpoint-6000/unet/config.json +68 -0
- checkpoint-6000/unet/diffusion_pytorch_model.safetensors +3 -0
- feature_extractor/preprocessor_config.json +27 -0
- image_0.png +3 -0
- image_1.png +3 -0
- image_2.png +3 -0
- image_3.png +3 -0
- logs/dreambooth/1743814675.1215951/events.out.tfevents.1743814675.d57f9cfefe69.78787.1 +3 -0
- logs/dreambooth/1743814675.1237862/hparams.yml +62 -0
- logs/dreambooth/events.out.tfevents.1743814673.d57f9cfefe69.78787.0 +3 -0
- model_index.json +38 -0
- safety_checker/config.json +31 -0
- safety_checker/model.safetensors +3 -0
- scheduler/scheduler_config.json +15 -0
- text_encoder/config.json +25 -0
.gitattributes
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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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image_0.png filter=lfs diff=lfs merge=lfs -text
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image_1.png filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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base_model: stable-diffusion-v1-5/stable-diffusion-v1-5
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library_name: diffusers
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license: creativeml-openrail-m
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inference: true
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instance_prompt: A photo of a leaf infested with spider mites, showing tiny webbing
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and yellow spots. hd, 4k
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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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---
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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 - ButterChicken98/pv_smtssm_v3
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This is a dreambooth model derived from stable-diffusion-v1-5/stable-diffusion-v1-5. The weights were trained on A photo of a leaf infested with spider mites, showing tiny webbing and yellow spots. hd, 4k 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-4000/optimizer.bin
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size 7861403640
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checkpoint-4000/random_states_0.pkl
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size 14668
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checkpoint-4000/scheduler.bin
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size 1000
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checkpoint-4000/text_encoder/config.json
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{
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"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
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"architectures": [
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"CLIPTextModel"
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| 5 |
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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,
|
| 19 |
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"num_hidden_layers": 12,
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| 20 |
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"pad_token_id": 1,
|
| 21 |
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"projection_dim": 768,
|
| 22 |
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"torch_dtype": "float32",
|
| 23 |
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"transformers_version": "4.49.0",
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| 24 |
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"vocab_size": 49408
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| 25 |
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}
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checkpoint-4000/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-4000/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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| 3 |
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"_diffusers_version": "0.33.0.dev0",
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| 4 |
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"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
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"act_fn": "silu",
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320,
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640,
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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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| 22 |
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"cross_attention_dim": 768,
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| 23 |
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"cross_attention_norm": null,
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| 24 |
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"down_block_types": [
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| 25 |
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"CrossAttnDownBlock2D",
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| 26 |
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"CrossAttnDownBlock2D",
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| 27 |
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"CrossAttnDownBlock2D",
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| 28 |
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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,
|
| 35 |
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"flip_sin_to_cos": true,
|
| 36 |
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"freq_shift": 0,
|
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"in_channels": 4,
|
| 38 |
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"layers_per_block": 2,
|
| 39 |
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"mid_block_only_cross_attention": null,
|
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"mid_block_scale_factor": 1,
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| 41 |
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
| 42 |
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"norm_eps": 1e-05,
|
| 43 |
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"norm_num_groups": 32,
|
| 44 |
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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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|
| 49 |
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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",
|
| 58 |
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| 59 |
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"transformer_layers_per_block": 1,
|
| 60 |
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"up_block_types": [
|
| 61 |
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"UpBlock2D",
|
| 62 |
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"CrossAttnUpBlock2D",
|
| 63 |
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"CrossAttnUpBlock2D",
|
| 64 |
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"CrossAttnUpBlock2D"
|
| 65 |
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],
|
| 66 |
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"upcast_attention": false,
|
| 67 |
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"use_linear_projection": false
|
| 68 |
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}
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checkpoint-4000/unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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checkpoint-4500/optimizer.bin
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checkpoint-4500/random_states_0.pkl
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checkpoint-4500/scheduler.bin
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checkpoint-4500/text_encoder/config.json
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{
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"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
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"architectures": [
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| 4 |
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"CLIPTextModel"
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| 5 |
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],
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| 6 |
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"attention_dropout": 0.0,
|
| 7 |
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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",
|
| 11 |
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"hidden_size": 768,
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| 12 |
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"initializer_factor": 1.0,
|
| 13 |
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"initializer_range": 0.02,
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| 14 |
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"intermediate_size": 3072,
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| 15 |
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"layer_norm_eps": 1e-05,
|
| 16 |
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"max_position_embeddings": 77,
|
| 17 |
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"model_type": "clip_text_model",
|
| 18 |
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"num_attention_heads": 12,
|
| 19 |
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"num_hidden_layers": 12,
|
| 20 |
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"pad_token_id": 1,
|
| 21 |
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"projection_dim": 768,
|
| 22 |
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"torch_dtype": "float32",
|
| 23 |
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"transformers_version": "4.49.0",
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| 24 |
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"vocab_size": 49408
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| 25 |
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}
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checkpoint-4500/text_encoder/model.safetensors
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version https://git-lfs.github.com/spec/v1
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checkpoint-4500/unet/config.json
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checkpoint-5000/text_encoder/config.json
ADDED
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|
| 3 |
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checkpoint-5000/text_encoder/model.safetensors
ADDED
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checkpoint-5000/unet/config.json
ADDED
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|
| 3 |
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| 27 |
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| 28 |
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| 62 |
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checkpoint-5000/unet/diffusion_pytorch_model.safetensors
ADDED
|
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ADDED
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checkpoint-5500/text_encoder/config.json
ADDED
|
@@ -0,0 +1,25 @@
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|
| 3 |
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|
| 25 |
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checkpoint-5500/text_encoder/model.safetensors
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feature_extractor/preprocessor_config.json
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adam_beta1: 0.9
|
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adam_beta2: 0.999
|
| 3 |
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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: true
|
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checkpointing_steps: 500
|
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checkpoints_total_limit: 5
|
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|
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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: true
|
| 16 |
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hub_model_id: pv_smtssm_v3
|
| 17 |
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hub_token: null
|
| 18 |
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instance_data_dir: /data/dataset/Split_PlantVillage/train/Tomato___Spider_mites_Two-spotted_spider_mite
|
| 19 |
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instance_prompt: A photo of a leaf infested with spider mites, showing tiny webbing
|
| 20 |
+
and yellow spots. hd, 4k
|
| 21 |
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learning_rate: 1.0e-06
|
| 22 |
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local_rank: 0
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logging_dir: logs
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lr_num_cycles: 1
|
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lr_power: 1.0
|
| 26 |
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lr_scheduler: cosine
|
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lr_warmup_steps: 500
|
| 28 |
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max_grad_norm: 1.0
|
| 29 |
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max_train_steps: 6000
|
| 30 |
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mixed_precision: null
|
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num_class_images: 100
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| 32 |
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num_train_epochs: 36
|
| 33 |
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num_validation_images: 4
|
| 34 |
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offset_noise: false
|
| 35 |
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output_dir: /data/march/dreambooth/Pv/Tomato___Spider_mites_Two-spotted_spider_mite_v3
|
| 36 |
+
pre_compute_text_embeddings: false
|
| 37 |
+
pretrained_model_name_or_path: stable-diffusion-v1-5/stable-diffusion-v1-5
|
| 38 |
+
prior_generation_precision: null
|
| 39 |
+
prior_loss_weight: 1.0
|
| 40 |
+
push_to_hub: true
|
| 41 |
+
report_to: all
|
| 42 |
+
resolution: 256
|
| 43 |
+
resume_from_checkpoint: latest
|
| 44 |
+
revision: null
|
| 45 |
+
sample_batch_size: 4
|
| 46 |
+
scale_lr: false
|
| 47 |
+
seed: 1337
|
| 48 |
+
set_grads_to_none: false
|
| 49 |
+
skip_save_text_encoder: false
|
| 50 |
+
snr_gamma: null
|
| 51 |
+
text_encoder_use_attention_mask: false
|
| 52 |
+
tokenizer_max_length: null
|
| 53 |
+
tokenizer_name: null
|
| 54 |
+
train_batch_size: 4
|
| 55 |
+
train_text_encoder: true
|
| 56 |
+
use_8bit_adam: false
|
| 57 |
+
validation_prompt: A photo of a leaf infested with spider mites, showing tiny webbing
|
| 58 |
+
and yellow spots. hd, 4k
|
| 59 |
+
validation_scheduler: DPMSolverMultistepScheduler
|
| 60 |
+
validation_steps: 100
|
| 61 |
+
variant: null
|
| 62 |
+
with_prior_preservation: false
|
logs/dreambooth/events.out.tfevents.1743814673.d57f9cfefe69.78787.0
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:97cb8992be2b49751e5b7591c6314a3cc8fd21c8a500d9f7feb5aa32d5cea998
|
| 3 |
+
size 148357269
|
model_index.json
ADDED
|
@@ -0,0 +1,38 @@
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|
| 1 |
+
{
|
| 2 |
+
"_class_name": "StableDiffusionPipeline",
|
| 3 |
+
"_diffusers_version": "0.33.0.dev0",
|
| 4 |
+
"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
|
| 5 |
+
"feature_extractor": [
|
| 6 |
+
"transformers",
|
| 7 |
+
"CLIPImageProcessor"
|
| 8 |
+
],
|
| 9 |
+
"image_encoder": [
|
| 10 |
+
null,
|
| 11 |
+
null
|
| 12 |
+
],
|
| 13 |
+
"requires_safety_checker": true,
|
| 14 |
+
"safety_checker": [
|
| 15 |
+
"stable_diffusion",
|
| 16 |
+
"StableDiffusionSafetyChecker"
|
| 17 |
+
],
|
| 18 |
+
"scheduler": [
|
| 19 |
+
"diffusers",
|
| 20 |
+
"PNDMScheduler"
|
| 21 |
+
],
|
| 22 |
+
"text_encoder": [
|
| 23 |
+
"transformers",
|
| 24 |
+
"CLIPTextModel"
|
| 25 |
+
],
|
| 26 |
+
"tokenizer": [
|
| 27 |
+
"transformers",
|
| 28 |
+
"CLIPTokenizer"
|
| 29 |
+
],
|
| 30 |
+
"unet": [
|
| 31 |
+
"diffusers",
|
| 32 |
+
"UNet2DConditionModel"
|
| 33 |
+
],
|
| 34 |
+
"vae": [
|
| 35 |
+
"diffusers",
|
| 36 |
+
"AutoencoderKL"
|
| 37 |
+
]
|
| 38 |
+
}
|
safety_checker/config.json
ADDED
|
@@ -0,0 +1,31 @@
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/root/.cache/huggingface/hub/models--stable-diffusion-v1-5--stable-diffusion-v1-5/snapshots/451f4fe16113bff5a5d2269ed5ad43b0592e9a14/safety_checker",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"StableDiffusionSafetyChecker"
|
| 5 |
+
],
|
| 6 |
+
"initializer_factor": 1.0,
|
| 7 |
+
"logit_scale_init_value": 2.6592,
|
| 8 |
+
"model_type": "clip",
|
| 9 |
+
"projection_dim": 768,
|
| 10 |
+
"text_config": {
|
| 11 |
+
"dropout": 0.0,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"intermediate_size": 3072,
|
| 14 |
+
"model_type": "clip_text_model",
|
| 15 |
+
"num_attention_heads": 12,
|
| 16 |
+
"torch_dtype": "float32"
|
| 17 |
+
},
|
| 18 |
+
"torch_dtype": "float32",
|
| 19 |
+
"transformers_version": "4.49.0",
|
| 20 |
+
"vision_config": {
|
| 21 |
+
"_attn_implementation_autoset": true,
|
| 22 |
+
"dropout": 0.0,
|
| 23 |
+
"hidden_size": 1024,
|
| 24 |
+
"intermediate_size": 4096,
|
| 25 |
+
"model_type": "clip_vision_model",
|
| 26 |
+
"num_attention_heads": 16,
|
| 27 |
+
"num_hidden_layers": 24,
|
| 28 |
+
"patch_size": 14,
|
| 29 |
+
"torch_dtype": "float32"
|
| 30 |
+
}
|
| 31 |
+
}
|
safety_checker/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fb351a5ded815c3ff744968ad9c6b218d071b9d313d04f35e813b84b4c0ffde8
|
| 3 |
+
size 1215979664
|
scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "PNDMScheduler",
|
| 3 |
+
"_diffusers_version": "0.33.0.dev0",
|
| 4 |
+
"beta_end": 0.012,
|
| 5 |
+
"beta_schedule": "scaled_linear",
|
| 6 |
+
"beta_start": 0.00085,
|
| 7 |
+
"clip_sample": false,
|
| 8 |
+
"num_train_timesteps": 1000,
|
| 9 |
+
"prediction_type": "epsilon",
|
| 10 |
+
"set_alpha_to_one": false,
|
| 11 |
+
"skip_prk_steps": true,
|
| 12 |
+
"steps_offset": 1,
|
| 13 |
+
"timestep_spacing": "leading",
|
| 14 |
+
"trained_betas": null
|
| 15 |
+
}
|
text_encoder/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "stable-diffusion-v1-5/stable-diffusion-v1-5",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"CLIPTextModel"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"dropout": 0.0,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "quick_gelu",
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"initializer_factor": 1.0,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 3072,
|
| 15 |
+
"layer_norm_eps": 1e-05,
|
| 16 |
+
"max_position_embeddings": 77,
|
| 17 |
+
"model_type": "clip_text_model",
|
| 18 |
+
"num_attention_heads": 12,
|
| 19 |
+
"num_hidden_layers": 12,
|
| 20 |
+
"pad_token_id": 1,
|
| 21 |
+
"projection_dim": 768,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.49.0",
|
| 24 |
+
"vocab_size": 49408
|
| 25 |
+
}
|