End of training
Browse files- README.md +72 -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
- logs/dreambooth-flux-dev-lora/1741864684.042618/events.out.tfevents.1741864684.paramonov-test-0.45696.1 +3 -0
- logs/dreambooth-flux-dev-lora/1741864684.0480893/hparams.yml +73 -0
- logs/dreambooth-flux-dev-lora/1741865876.96873/events.out.tfevents.1741865876.paramonov-test-0.45867.1 +3 -0
- logs/dreambooth-flux-dev-lora/1741865876.9741232/hparams.yml +73 -0
- logs/dreambooth-flux-dev-lora/1741866081.525809/events.out.tfevents.1741866081.paramonov-test-0.46081.1 +3 -0
- logs/dreambooth-flux-dev-lora/1741866081.533404/hparams.yml +73 -0
- logs/dreambooth-flux-dev-lora/events.out.tfevents.1741864684.paramonov-test-0.45696.0 +3 -0
- logs/dreambooth-flux-dev-lora/events.out.tfevents.1741865876.paramonov-test-0.45867.0 +3 -0
- logs/dreambooth-flux-dev-lora/events.out.tfevents.1741866081.paramonov-test-0.46081.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
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+
---
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+
base_model: black-forest-labs/FLUX.1-dev
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library_name: diffusers
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license: other
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instance_prompt: a photo of sks dog
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widget: []
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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 DreamBooth LoRA - Pikassik/save_model
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<Gallery />
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## Model description
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These are Pikassik/save_model DreamBooth LoRA weights for black-forest-labs/FLUX.1-dev.
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The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [Flux diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_flux.md).
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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 photo of sks dog` to trigger the image generation.
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## Download model
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[Download the *.safetensors LoRA](Pikassik/save_model/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('Pikassik/save_model', weight_name='pytorch_lora_weights.safetensors')
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image = pipeline('a photo of sks dog').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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checkpoint-500/optimizer.bin
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version https://git-lfs.github.com/spec/v1
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size 45402518
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checkpoint-500/pytorch_lora_weights.safetensors
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version https://git-lfs.github.com/spec/v1
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size 22504080
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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 14344
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checkpoint-500/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:65115106fbd9463fa6c7133b543dece71c31fcba363ff15b8c73f8c7eb0739c5
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size 1000
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logs/dreambooth-flux-dev-lora/1741864684.042618/events.out.tfevents.1741864684.paramonov-test-0.45696.1
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version https://git-lfs.github.com/spec/v1
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size 3245
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logs/dreambooth-flux-dev-lora/1741864684.0480893/hparams.yml
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adam_beta1: 0.9
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| 2 |
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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: 0.0001
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| 5 |
+
adam_weight_decay_text_encoder: 0.001
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| 6 |
+
allow_tf32: false
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| 7 |
+
cache_dir: null
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| 8 |
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cache_latents: false
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| 9 |
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caption_column: null
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| 10 |
+
center_crop: false
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| 11 |
+
checkpointing_steps: 500
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| 12 |
+
checkpoints_total_limit: null
|
| 13 |
+
class_data_dir: class_images
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| 14 |
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class_prompt: a photo of dog
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| 15 |
+
dataloader_num_workers: 0
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| 16 |
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dataset_config_name: null
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| 17 |
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dataset_name: null
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| 18 |
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gradient_accumulation_steps: 1
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| 19 |
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gradient_checkpointing: false
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| 20 |
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guidance_scale: 3.5
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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 |
+
image_column: image
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| 24 |
+
instance_data_dir: dog
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| 25 |
+
instance_prompt: a photo of sks dog
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| 26 |
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learning_rate: 5.0e-06
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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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logit_mean: 0.0
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| 30 |
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logit_std: 1.0
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| 31 |
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lora_layers: null
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| 32 |
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lr_num_cycles: 1
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| 33 |
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lr_power: 1.0
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| 34 |
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lr_scheduler: constant
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| 35 |
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lr_warmup_steps: 0
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| 36 |
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max_grad_norm: 1.0
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| 37 |
+
max_sequence_length: 512
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| 38 |
+
max_train_steps: 800
|
| 39 |
+
mixed_precision: null
|
| 40 |
+
mode_scale: 1.29
|
| 41 |
+
num_class_images: 200
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| 42 |
+
num_train_epochs: 4
|
| 43 |
+
num_validation_images: 4
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| 44 |
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optimizer: AdamW
|
| 45 |
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output_dir: save_model
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| 46 |
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pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
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| 47 |
+
prior_generation_precision: null
|
| 48 |
+
prior_loss_weight: 1.0
|
| 49 |
+
prodigy_beta3: null
|
| 50 |
+
prodigy_decouple: true
|
| 51 |
+
prodigy_safeguard_warmup: true
|
| 52 |
+
prodigy_use_bias_correction: true
|
| 53 |
+
push_to_hub: true
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| 54 |
+
random_flip: false
|
| 55 |
+
rank: 4
|
| 56 |
+
repeats: 1
|
| 57 |
+
report_to: tensorboard
|
| 58 |
+
resolution: 512
|
| 59 |
+
resume_from_checkpoint: null
|
| 60 |
+
revision: null
|
| 61 |
+
sample_batch_size: 4
|
| 62 |
+
scale_lr: false
|
| 63 |
+
seed: null
|
| 64 |
+
text_encoder_lr: 5.0e-06
|
| 65 |
+
train_batch_size: 1
|
| 66 |
+
train_text_encoder: false
|
| 67 |
+
upcast_before_saving: false
|
| 68 |
+
use_8bit_adam: false
|
| 69 |
+
validation_epochs: 50
|
| 70 |
+
validation_prompt: null
|
| 71 |
+
variant: null
|
| 72 |
+
weighting_scheme: none
|
| 73 |
+
with_prior_preservation: true
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logs/dreambooth-flux-dev-lora/1741865876.96873/events.out.tfevents.1741865876.paramonov-test-0.45867.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:5faa70983bc08ce55ba8bee14514f8f76c493af62706140ee45973b7aba8122f
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size 3245
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logs/dreambooth-flux-dev-lora/1741865876.9741232/hparams.yml
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adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.0001
|
| 5 |
+
adam_weight_decay_text_encoder: 0.001
|
| 6 |
+
allow_tf32: false
|
| 7 |
+
cache_dir: null
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| 8 |
+
cache_latents: false
|
| 9 |
+
caption_column: null
|
| 10 |
+
center_crop: false
|
| 11 |
+
checkpointing_steps: 500
|
| 12 |
+
checkpoints_total_limit: null
|
| 13 |
+
class_data_dir: class_images
|
| 14 |
+
class_prompt: a photo of dog
|
| 15 |
+
dataloader_num_workers: 0
|
| 16 |
+
dataset_config_name: null
|
| 17 |
+
dataset_name: null
|
| 18 |
+
gradient_accumulation_steps: 1
|
| 19 |
+
gradient_checkpointing: false
|
| 20 |
+
guidance_scale: 3.5
|
| 21 |
+
hub_model_id: null
|
| 22 |
+
hub_token: null
|
| 23 |
+
image_column: image
|
| 24 |
+
instance_data_dir: dog
|
| 25 |
+
instance_prompt: a photo of sks dog
|
| 26 |
+
learning_rate: 5.0e-06
|
| 27 |
+
local_rank: -1
|
| 28 |
+
logging_dir: logs
|
| 29 |
+
logit_mean: 0.0
|
| 30 |
+
logit_std: 1.0
|
| 31 |
+
lora_layers: null
|
| 32 |
+
lr_num_cycles: 1
|
| 33 |
+
lr_power: 1.0
|
| 34 |
+
lr_scheduler: constant
|
| 35 |
+
lr_warmup_steps: 0
|
| 36 |
+
max_grad_norm: 1.0
|
| 37 |
+
max_sequence_length: 512
|
| 38 |
+
max_train_steps: 800
|
| 39 |
+
mixed_precision: null
|
| 40 |
+
mode_scale: 1.29
|
| 41 |
+
num_class_images: 200
|
| 42 |
+
num_train_epochs: 4
|
| 43 |
+
num_validation_images: 4
|
| 44 |
+
optimizer: AdamW
|
| 45 |
+
output_dir: save_model
|
| 46 |
+
pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
|
| 47 |
+
prior_generation_precision: null
|
| 48 |
+
prior_loss_weight: 1.0
|
| 49 |
+
prodigy_beta3: null
|
| 50 |
+
prodigy_decouple: true
|
| 51 |
+
prodigy_safeguard_warmup: true
|
| 52 |
+
prodigy_use_bias_correction: true
|
| 53 |
+
push_to_hub: true
|
| 54 |
+
random_flip: false
|
| 55 |
+
rank: 4
|
| 56 |
+
repeats: 1
|
| 57 |
+
report_to: tensorboard
|
| 58 |
+
resolution: 512
|
| 59 |
+
resume_from_checkpoint: null
|
| 60 |
+
revision: null
|
| 61 |
+
sample_batch_size: 4
|
| 62 |
+
scale_lr: false
|
| 63 |
+
seed: null
|
| 64 |
+
text_encoder_lr: 5.0e-06
|
| 65 |
+
train_batch_size: 1
|
| 66 |
+
train_text_encoder: false
|
| 67 |
+
upcast_before_saving: false
|
| 68 |
+
use_8bit_adam: false
|
| 69 |
+
validation_epochs: 50
|
| 70 |
+
validation_prompt: null
|
| 71 |
+
variant: null
|
| 72 |
+
weighting_scheme: none
|
| 73 |
+
with_prior_preservation: true
|
logs/dreambooth-flux-dev-lora/1741866081.525809/events.out.tfevents.1741866081.paramonov-test-0.46081.1
ADDED
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version https://git-lfs.github.com/spec/v1
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size 3245
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logs/dreambooth-flux-dev-lora/1741866081.533404/hparams.yml
ADDED
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adam_beta1: 0.9
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| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
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adam_weight_decay: 0.0001
|
| 5 |
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adam_weight_decay_text_encoder: 0.001
|
| 6 |
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allow_tf32: false
|
| 7 |
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cache_dir: null
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| 8 |
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cache_latents: false
|
| 9 |
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caption_column: null
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| 10 |
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center_crop: false
|
| 11 |
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checkpointing_steps: 500
|
| 12 |
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checkpoints_total_limit: null
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| 13 |
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class_data_dir: class_images
|
| 14 |
+
class_prompt: a photo of dog
|
| 15 |
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dataloader_num_workers: 0
|
| 16 |
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dataset_config_name: null
|
| 17 |
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dataset_name: null
|
| 18 |
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gradient_accumulation_steps: 1
|
| 19 |
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gradient_checkpointing: false
|
| 20 |
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guidance_scale: 3.5
|
| 21 |
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hub_model_id: null
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| 22 |
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hub_token: null
|
| 23 |
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image_column: image
|
| 24 |
+
instance_data_dir: dog
|
| 25 |
+
instance_prompt: a photo of sks dog
|
| 26 |
+
learning_rate: 5.0e-06
|
| 27 |
+
local_rank: -1
|
| 28 |
+
logging_dir: logs
|
| 29 |
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logit_mean: 0.0
|
| 30 |
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logit_std: 1.0
|
| 31 |
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lora_layers: null
|
| 32 |
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lr_num_cycles: 1
|
| 33 |
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lr_power: 1.0
|
| 34 |
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lr_scheduler: constant
|
| 35 |
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lr_warmup_steps: 0
|
| 36 |
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max_grad_norm: 1.0
|
| 37 |
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max_sequence_length: 512
|
| 38 |
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max_train_steps: 800
|
| 39 |
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mixed_precision: null
|
| 40 |
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mode_scale: 1.29
|
| 41 |
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num_class_images: 200
|
| 42 |
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num_train_epochs: 4
|
| 43 |
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num_validation_images: 4
|
| 44 |
+
optimizer: AdamW
|
| 45 |
+
output_dir: save_model
|
| 46 |
+
pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
|
| 47 |
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prior_generation_precision: null
|
| 48 |
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prior_loss_weight: 1.0
|
| 49 |
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prodigy_beta3: null
|
| 50 |
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prodigy_decouple: true
|
| 51 |
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prodigy_safeguard_warmup: true
|
| 52 |
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prodigy_use_bias_correction: true
|
| 53 |
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push_to_hub: true
|
| 54 |
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random_flip: false
|
| 55 |
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rank: 4
|
| 56 |
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repeats: 1
|
| 57 |
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report_to: tensorboard
|
| 58 |
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resolution: 512
|
| 59 |
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resume_from_checkpoint: null
|
| 60 |
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revision: null
|
| 61 |
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sample_batch_size: 4
|
| 62 |
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scale_lr: false
|
| 63 |
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seed: null
|
| 64 |
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text_encoder_lr: 5.0e-06
|
| 65 |
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train_batch_size: 1
|
| 66 |
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train_text_encoder: false
|
| 67 |
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upcast_before_saving: false
|
| 68 |
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use_8bit_adam: false
|
| 69 |
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validation_epochs: 50
|
| 70 |
+
validation_prompt: null
|
| 71 |
+
variant: null
|
| 72 |
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weighting_scheme: none
|
| 73 |
+
with_prior_preservation: true
|
logs/dreambooth-flux-dev-lora/events.out.tfevents.1741864684.paramonov-test-0.45696.0
ADDED
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logs/dreambooth-flux-dev-lora/events.out.tfevents.1741866081.paramonov-test-0.46081.0
ADDED
|
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pytorch_lora_weights.safetensors
ADDED
|
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| 1 |
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