End of training

README.md

@@ -0,0 +1,72 @@
+---
+base_model: black-forest-labs/FLUX.1-dev
+library_name: diffusers
+license: other
+tags:
+- text-to-image
+- diffusers-training
+- diffusers
+- lora
+- flux
+- flux-diffusers
+- template:sd-lora
+instance_prompt: lego set in style of TOK
+widget: []
+---
+
+<!-- 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 - merve/trained-flux-lora-lego
+
+<Gallery />
+
+## Model description
+
+These are merve/trained-flux-lora-lego 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 `lego set in style of TOK` to trigger the image generation.
+
+## Download model
+
+[Download the *.safetensors LoRA](merve/trained-flux-lora-lego/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('merve/trained-flux-lora-lego', weight_name='pytorch_lora_weights.safetensors')
+image = pipeline('lego set in style of TOK').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]

checkpoint-500/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b90a17079e2b676b6b52df0e4e9ec90892af930e4abcf0d678e451b85b12ad76
+size 37799362

checkpoint-500/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:191a9f670933bfbf8bda33034d840daad55fb5b67c1685b9665450506729d7a5
+size 9388696

checkpoint-500/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6452f5afa301ae9478c5a77c145d3096fc698b547c8a820e9a55540321958872
+size 14344

checkpoint-500/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d64e43d780f79b2c41c77b3638f3da55c2a3273c6e72a559cfe6fb2b05479b63
+size 1000

logs/dreambooth-flux-dev-lora/1723821967.2263458/events.out.tfevents.1723821967.838ef21aa2f0.22480.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccee0c9d223c22ca1adfb6db66a52398f7e2135f2e387fdae9eaff62c0ce0c82
+size 3193

logs/dreambooth-flux-dev-lora/1723821967.2282603/hparams.yml

@@ -0,0 +1,71 @@
+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: merve/lego_sets_latest
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+guidance_scale: 3.5
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: null
+instance_prompt: lego set in style of TOK
+learning_rate: 1.0
+local_rank: -1
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 512
+max_train_steps: 700
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 44
+num_validation_images: 4
+optimizer: prodigy
+output_dir: /content/trained-flux-lora-lego
+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: 1
+train_text_encoder: false
+use_8bit_adam: false
+validation_epochs: 50
+validation_prompt: null
+variant: null
+weighting_scheme: none
+with_prior_preservation: false

logs/dreambooth-flux-dev-lora/events.out.tfevents.1723821967.838ef21aa2f0.22480.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fa342cc7715d3d4691fe68da785e6e077efe73cf4813201e7047189a776856b
+size 223466

pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e89ee9d9610917c754fa24e0ed5d9453861a844cb4a8c4a86002f621cd70a52
+size 9388696