End of training

README.md

@@ -0,0 +1,84 @@
+---
+base_model: black-forest-labs/FLUX.1-dev
+library_name: diffusers
+license: other
+instance_prompt: a photo of xjiminx
+widget:
+- text: A photo of xjiminx with red hair
+  output:
+    url: image_0.png
+- text: A photo of xjiminx with red hair
+  output:
+    url: image_1.png
+- text: A photo of xjiminx with red hair
+  output:
+    url: image_2.png
+- text: A photo of xjiminx with red hair
+  output:
+    url: image_3.png
+tags:
+- text-to-image
+- diffusers-training
+- diffusers
+- lora
+- flux
+- flux-diffusers
+- template:sd-lora
+---
+
+<!-- This model card has been generated automatically according to the information the training script had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+
+# Flux DreamBooth LoRA - xgemstarx/m10_jm256_augment_15k_bs2
+
+<Gallery />
+
+## Model description
+
+These are xgemstarx/m10_jm256_augment_15k_bs2 DreamBooth LoRA weights for black-forest-labs/FLUX.1-dev.
+
+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).
+
+Was LoRA for the text encoder enabled? False.
+
+## Trigger words
+
+You should use `a photo of xjiminx` to trigger the image generation.
+
+## Download model
+
+[Download the *.safetensors LoRA](xgemstarx/m10_jm256_augment_15k_bs2/tree/main) in the Files & versions tab.
+
+## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+
+```py
+from diffusers import AutoPipelineForText2Image
+import torch
+pipeline = AutoPipelineForText2Image.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16).to('cuda')
+pipeline.load_lora_weights('xgemstarx/m10_jm256_augment_15k_bs2', weight_name='pytorch_lora_weights.safetensors')
+image = pipeline('A photo of xjiminx with red hair').images[0]
+```
+
+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)
+
+## License
+
+Please adhere to the licensing terms as described [here](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
+
+
+## Intended uses & limitations
+
+#### How to use
+
+```python
+# TODO: add an example code snippet for running this diffusion pipeline
+```
+
+#### Limitations and bias
+
+[TODO: provide examples of latent issues and potential remediations]
+
+## Training details
+
+[TODO: describe the data used to train the model]

logs/dreambooth-flux-dev-lora/1735880421.4236865/events.out.tfevents.1735880421.207-211-160-231.12773.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a53a56dbec37eeaa27c76c0dcd22acaab19d8ea722bb1dc12da32e5bc3290418
+size 3320

logs/dreambooth-flux-dev-lora/1735880421.4322033/hparams.yml

@@ -0,0 +1,73 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 1.0
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: jm_256_augment
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0e-05
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 15000
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 1250
+num_validation_images: 4
+optimizer: AdamW
+output_dir: m10_jm256_augment_15k_bs2
+pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: A photo of xjiminx with red hair
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/1735881120.7934933/events.out.tfevents.1735881120.207-211-160-231.16083.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59561894bf2ddbeb6a0a86d911d73106237be3c97177f416dfddc5396425a436
+size 3320

logs/dreambooth-flux-dev-lora/1735881120.8009305/hparams.yml

@@ -0,0 +1,73 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 1.0
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: jm_256_augment
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0e-05
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 15000
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 1250
+num_validation_images: 4
+optimizer: AdamW
+output_dir: m10_jm256_augment_15k_bs2
+pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 500
+validation_prompt: A photo of xjiminx with red hair
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/1735881744.9094827/events.out.tfevents.1735881744.207-211-160-231.18888.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7b4cffd7ed0da14471576fc41a49f7ec51cc7b6167bac887b2fcf2d020e54bc
+size 3320

logs/dreambooth-flux-dev-lora/1735881744.9170027/hparams.yml

@@ -0,0 +1,73 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 1.0
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: jm_256_augment
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0e-05
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 15000
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 1250
+num_validation_images: 4
+optimizer: AdamW
+output_dir: m10_jm256_augment_15k_bs2
+pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 500
+validation_prompt: A photo of xjiminx with red hair
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/1735884349.6953244/events.out.tfevents.1735884349.207-211-160-231.22700.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb564dde38c9a4d5b6798d42672e6f078e4a9e3f9bfec958f9033b2e66e43e7e
+size 3320

logs/dreambooth-flux-dev-lora/1735884349.7051013/hparams.yml

@@ -0,0 +1,73 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 1
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 1.0
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: jm_256_augment
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0e-05
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 15000
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 1250
+num_validation_images: 4
+optimizer: AdamW
+output_dir: m10_jm256_augment_15k_bs2
+pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 500
+validation_prompt: A photo of xjiminx with red hair
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/1735884786.3328662/events.out.tfevents.1735884786.207-211-160-231.25414.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:087d6ecfdeff44d3fd2eb82f377b59d1b587d42ef1849718b8849e1f88a47549
+size 3320

logs/dreambooth-flux-dev-lora/1735884786.3440735/hparams.yml

@@ -0,0 +1,73 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 100000
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 1.0
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: jm_256_augment
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0e-05
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 15000
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 1250
+num_validation_images: 4
+optimizer: AdamW
+output_dir: m10_jm256_augment_15k_bs2
+pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 250
+validation_prompt: A photo of xjiminx with red hair
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/1735886977.0877852/events.out.tfevents.1735886977.207-211-160-231.28980.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d525f50763bfd0d9322d1a048e4490834cdceeb8248ce3693967add5c6408fa7
+size 3320

logs/dreambooth-flux-dev-lora/1735886977.0969863/.ipynb_checkpoints/hparams-checkpoint.yml

@@ -0,0 +1,73 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 100000
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 1.0
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: jm_256_augment
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0e-06
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 15000
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 1250
+num_validation_images: 4
+optimizer: AdamW
+output_dir: m10_jm256_augment_15k_bs2
+pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: A photo of xjiminx with red hair
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/1735886977.0969863/hparams.yml

@@ -0,0 +1,73 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 100000
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 1.0
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: jm_256_augment
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0e-06
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 15000
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 1250
+num_validation_images: 4
+optimizer: AdamW
+output_dir: m10_jm256_augment_15k_bs2
+pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 2
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: A photo of xjiminx with red hair
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/events.out.tfevents.1735880421.207-211-160-231.12773.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2bf2413ca6c729f2efff51051b68c52ef66e91e6662eea5a4d6ddddeb8459d6
+size 4012

logs/dreambooth-flux-dev-lora/events.out.tfevents.1735881120.207-211-160-231.16083.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a47380865f90bc66e4d4a912cd338ec3385d7a249e9ef0e8eff26aa97bb1a023
+size 4012

logs/dreambooth-flux-dev-lora/events.out.tfevents.1735881744.207-211-160-231.18888.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27701537aad151d1f97371996c4eeb15fa49ee041210e988cdc586104b080fd2
+size 5030302

logs/dreambooth-flux-dev-lora/events.out.tfevents.1735884349.207-211-160-231.22700.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c7387dfda478f8b84c6e8929a52f796fe2fba306a1a9f84d07d1170601e3a7f
+size 322

logs/dreambooth-flux-dev-lora/events.out.tfevents.1735884786.207-211-160-231.25414.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a53b6ba63e0fa375dd4bf8d2e6aedac75af9c49fcddefd3ed861a21d54c3ad1
+size 5057600

logs/dreambooth-flux-dev-lora/events.out.tfevents.1735886977.207-211-160-231.28980.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ef4437f6d3596a3b603af36278d359cad042e7b57635a9b5af14974d887df1e
+size 105348108

pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b97560e0f36f4ec5400c82124a61f92efc1b71bee1a1a5dff18ffadfb88cb632
+size 22504080