End of training
Browse files- README.md +62 -0
- checkpoint-100/optimizer.bin +3 -0
- checkpoint-100/pytorch_lora_weights.safetensors +3 -0
- checkpoint-100/random_states_0.pkl +3 -0
- checkpoint-100/scaler.pt +3 -0
- checkpoint-100/scheduler.bin +3 -0
- checkpoint-200/optimizer.bin +3 -0
- checkpoint-200/pytorch_lora_weights.safetensors +3 -0
- checkpoint-200/random_states_0.pkl +3 -0
- checkpoint-200/scaler.pt +3 -0
- checkpoint-200/scheduler.bin +3 -0
- checkpoint-300/optimizer.bin +3 -0
- checkpoint-300/pytorch_lora_weights.safetensors +3 -0
- checkpoint-300/random_states_0.pkl +3 -0
- checkpoint-300/scaler.pt +3 -0
- checkpoint-300/scheduler.bin +3 -0
- checkpoint-400/optimizer.bin +3 -0
- checkpoint-400/pytorch_lora_weights.safetensors +3 -0
- checkpoint-400/random_states_0.pkl +3 -0
- checkpoint-400/scaler.pt +3 -0
- checkpoint-400/scheduler.bin +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scaler.pt +3 -0
- checkpoint-500/scheduler.bin +3 -0
- logs/dreambooth-lora-sd-xl/1711230068.8777857/events.out.tfevents.1711230068.a1691feffcd7.14547.1 +3 -0
- logs/dreambooth-lora-sd-xl/1711230068.8797488/hparams.yml +69 -0
- logs/dreambooth-lora-sd-xl/events.out.tfevents.1711230068.a1691feffcd7.14547.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
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---
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license: openrail++
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library_name: diffusers
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tags:
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- text-to-image
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- text-to-image
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- diffusers-training
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- diffusers
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- lora
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- template:sd-lora
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- stable-diffusion-xl
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- stable-diffusion-xl-diffusers
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base_model: stabilityai/stable-diffusion-xl-base-1.0
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instance_prompt: a photo of GCJ jacket
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widget: []
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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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# SDXL LoRA DreamBooth - Mughees11/blue_jacket_1_LoRA
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<Gallery />
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## Model description
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These are Mughees11/blue_jacket_1_LoRA LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
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The weights were trained using [DreamBooth](https://dreambooth.github.io/).
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LoRA for the text encoder was enabled: False.
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Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
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## Trigger words
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You should use a photo of GCJ jacket to trigger the image generation.
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## Download model
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Weights for this model are available in Safetensors format.
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[Download](Mughees11/blue_jacket_1_LoRA/tree/main) them in the Files & versions tab.
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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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adam_beta1: 0.9
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adam_beta2: 0.999
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| 3 |
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adam_epsilon: 1.0e-08
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| 4 |
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adam_weight_decay: 0.0001
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| 5 |
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adam_weight_decay_text_encoder: 0.001
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allow_tf32: false
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| 7 |
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cache_dir: null
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| 8 |
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caption_column: prompt
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| 9 |
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center_crop: false
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| 10 |
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checkpointing_steps: 100
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| 11 |
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checkpoints_total_limit: null
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| 12 |
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class_data_dir: null
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| 13 |
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class_prompt: null
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| 14 |
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dataloader_num_workers: 0
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| 15 |
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dataset_config_name: null
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| 16 |
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dataset_name: green_jacket_1
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| 17 |
+
do_edm_style_training: false
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| 18 |
+
enable_xformers_memory_efficient_attention: false
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| 19 |
+
gradient_accumulation_steps: 2
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| 20 |
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gradient_checkpointing: true
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| 21 |
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hub_model_id: null
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| 22 |
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hub_token: null
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| 23 |
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image_column: image
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| 24 |
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instance_data_dir: null
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| 25 |
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instance_prompt: a photo of GCJ jacket
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| 26 |
+
learning_rate: 0.0001
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| 27 |
+
local_rank: -1
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| 28 |
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logging_dir: logs
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| 29 |
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lr_num_cycles: 1
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| 30 |
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lr_power: 1.0
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| 31 |
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lr_scheduler: constant
|
| 32 |
+
lr_warmup_steps: 0
|
| 33 |
+
max_grad_norm: 1.0
|
| 34 |
+
max_train_steps: 500
|
| 35 |
+
mixed_precision: fp16
|
| 36 |
+
num_class_images: 100
|
| 37 |
+
num_train_epochs: 250
|
| 38 |
+
num_validation_images: 4
|
| 39 |
+
optimizer: AdamW
|
| 40 |
+
output_dir: green_jacket_1_LoRA
|
| 41 |
+
pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
|
| 42 |
+
pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
|
| 43 |
+
prior_generation_precision: null
|
| 44 |
+
prior_loss_weight: 1.0
|
| 45 |
+
prodigy_beta3: null
|
| 46 |
+
prodigy_decouple: true
|
| 47 |
+
prodigy_safeguard_warmup: true
|
| 48 |
+
prodigy_use_bias_correction: true
|
| 49 |
+
push_to_hub: false
|
| 50 |
+
random_flip: false
|
| 51 |
+
rank: 4
|
| 52 |
+
repeats: 1
|
| 53 |
+
report_to: tensorboard
|
| 54 |
+
resolution: 1024
|
| 55 |
+
resume_from_checkpoint: null
|
| 56 |
+
revision: null
|
| 57 |
+
sample_batch_size: 4
|
| 58 |
+
scale_lr: false
|
| 59 |
+
seed: 0
|
| 60 |
+
snr_gamma: 5.0
|
| 61 |
+
text_encoder_lr: 5.0e-06
|
| 62 |
+
train_batch_size: 6
|
| 63 |
+
train_text_encoder: false
|
| 64 |
+
use_8bit_adam: true
|
| 65 |
+
use_dora: false
|
| 66 |
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validation_epochs: 50
|
| 67 |
+
validation_prompt: null
|
| 68 |
+
variant: null
|
| 69 |
+
with_prior_preservation: false
|
logs/dreambooth-lora-sd-xl/events.out.tfevents.1711230068.a1691feffcd7.14547.0
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ADDED
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