End of training
Browse files- .gitattributes +4 -0
- README.md +84 -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/scheduler.bin +3 -0
- checkpoint-150/optimizer.bin +3 -0
- checkpoint-150/pytorch_lora_weights.safetensors +3 -0
- checkpoint-150/random_states_0.pkl +3 -0
- checkpoint-150/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/scheduler.bin +3 -0
- checkpoint-250/optimizer.bin +3 -0
- checkpoint-250/pytorch_lora_weights.safetensors +3 -0
- checkpoint-250/random_states_0.pkl +3 -0
- checkpoint-250/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/scheduler.bin +3 -0
- checkpoint-350/optimizer.bin +3 -0
- checkpoint-350/pytorch_lora_weights.safetensors +3 -0
- checkpoint-350/random_states_0.pkl +3 -0
- checkpoint-350/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/scheduler.bin +3 -0
- checkpoint-450/optimizer.bin +3 -0
- checkpoint-450/pytorch_lora_weights.safetensors +3 -0
- checkpoint-450/random_states_0.pkl +3 -0
- checkpoint-450/scheduler.bin +3 -0
- checkpoint-50/optimizer.bin +3 -0
- checkpoint-50/pytorch_lora_weights.safetensors +3 -0
- checkpoint-50/random_states_0.pkl +3 -0
- checkpoint-50/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/scheduler.bin +3 -0
- image_0.png +3 -0
- image_1.png +3 -0
- image_2.png +3 -0
- image_3.png +3 -0
- logs/dreambooth-flux-dev-lora/1741849430.3678305/events.out.tfevents.1741849430.209-20-159-216.4061.1 +3 -0
- logs/dreambooth-flux-dev-lora/1741849430.3737922/hparams.yml +76 -0
- logs/dreambooth-flux-dev-lora/events.out.tfevents.1741849429.209-20-159-216.4061.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
.gitattributes
CHANGED
@@ -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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README.md
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---
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base_model: black-forest-labs/FLUX.1-Fill-dev
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library_name: diffusers
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license: other
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instance_prompt: A pizza poster
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widget:
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- text: A pizza poster
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output:
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url: image_0.png
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- text: A pizza poster
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output:
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url: image_1.png
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- text: A pizza poster
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output:
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url: image_2.png
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- text: A pizza poster
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output:
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url: image_3.png
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tags:
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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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- flux
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- flux-diffusers
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- template:sd-lora
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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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# Flux-Fill DreamBooth LoRA - CherryBlossom99/flux-fill-pizza-lora-00
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<Gallery />
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## Model description
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These are CherryBlossom99/flux-fill-pizza-lora-00 DreamBooth LoRA weights for black-forest-labs/FLUX.1-Fill-dev.
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The weights were trained using [DreamBooth](https://dreambooth.github.io/) with a custom [Flux diffusers trainer](https://github.com/Sebastian-Zok/FLUX-Fill-LoRa-Training).
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Was LoRA for the text encoder enabled? False.
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## Trigger words
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You should use `A pizza poster` to trigger the image generation.
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## Download model
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[Download the *.safetensors LoRA](CherryBlossom99/flux-fill-pizza-lora-00/tree/main) in the Files & versions tab.
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## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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```py
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from diffusers import AutoPipelineForText2Image
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import torch
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pipeline = AutoPipelineForText2Image.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16).to('cuda')
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pipeline.load_lora_weights('CherryBlossom99/flux-fill-pizza-lora-00', weight_name='pytorch_lora_weights.safetensors')
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image = pipeline('A pizza poster').images[0]
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```
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For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
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## License
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Please adhere to the licensing terms as described [here](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
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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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logs/dreambooth-flux-dev-lora/1741849430.3678305/events.out.tfevents.1741849430.209-20-159-216.4061.1
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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: 0.0001
|
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adam_weight_decay_text_encoder: 0.001
|
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allow_tf32: false
|
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cache_dir: null
|
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cache_latents: false
|
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caption_column: null
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center_crop: false
|
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checkpointing_steps: 50
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dataloader_num_workers: 0
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dataset_name: null
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gradient_accumulation_steps: 1
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|
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guidance_scale: 3.5
|
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hub_model_id: null
|
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hub_token: null
|
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image_column: image
|
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instance_data_dir: pizzaposter
|
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instance_prompt: A pizza poster
|
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learning_rate: 0.0001
|
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local_rank: -1
|
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logging_dir: logs
|
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logit_mean: 0.0
|
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logit_std: 1.0
|
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lora_layers: null
|
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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: 50
|
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mask_data_dir: pizzaposter_mask
|
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max_grad_norm: 1.0
|
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max_sequence_length: 512
|
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max_train_steps: 500
|
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mixed_precision: bf16
|
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mode_scale: 1.29
|
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num_class_images: 100
|
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num_train_epochs: 25
|
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num_validation_images: 4
|
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optimizer: AdamW
|
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output_dir: flux-fill-pizza-lora-00
|
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pretrained_model_name_or_path: black-forest-labs/FLUX.1-Fill-dev
|
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prior_generation_precision: null
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prior_loss_weight: 1.0
|
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|
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prodigy_use_bias_correction: true
|
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push_to_hub: true
|
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random_flip: false
|
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rank: 4
|
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repeats: 1
|
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report_to: all
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resolution: 512
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revision: null
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sample_batch_size: 4
|
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|
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seed: 0
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text_encoder_lr: 5.0e-06
|
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train_batch_size: 1
|
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train_text_encoder: false
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upcast_before_saving: false
|
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use_8bit_adam: false
|
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validation_epochs: 25
|
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validation_image: pizzaposter/p_4.jpg
|
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validation_mask: pizzaposter_mask/p_4.jpg
|
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validation_prompt: A pizza poster
|
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variant: null
|
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weighting_scheme: none
|
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with_prior_preservation: false
|
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