End of training

README.md

@@ -0,0 +1,72 @@
+---
+base_model: black-forest-labs/FLUX.1-dev
+library_name: diffusers
+license: other
+instance_prompt: a photo of xjiminx
+widget: []
+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/subset_2_step_2048_model
+
+<Gallery />
+
+## Model description
+
+These are xgemstarx/subset_2_step_2048_model 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/subset_2_step_2048_model/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/subset_2_step_2048_model', weight_name='pytorch_lora_weights.safetensors')
+image = pipeline('a photo of xjiminx').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-1000/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c26d1074011bbbd2f684a449e6b54524d6bc73b0cc276684f20d07dad8a9d48
+size 79235394

checkpoint-1000/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c0a2f7e7481ff411262d6143cc49cb31eddeadae5f20fe073e112443806c021
+size 22504080

checkpoint-1000/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16040b48eb20d1bc9e554efcef901fb09590f8f9af1b255e873a46208a7d28b5
+size 14344

checkpoint-1000/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e55c075b40ce3ab6db2c27ecf3b4c90bc4e612fff3a226e651c44881d6a2404
+size 1000

checkpoint-1500/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d283692613d24bf25c2c606031952ca61e003822b69bba307e69525c84ffc0b4
+size 79235394

checkpoint-1500/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:130be1700ece8fc3617d320adaf83e19fb874e006b49c7e4ce3a808a8cae9836
+size 22504080

checkpoint-1500/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70a7cc1cf4a61dcb4aecf9a30086e6a0bf90a3e20216c52a1575aa177fb3675b
+size 14344

checkpoint-1500/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab46152b551fb24cef10d97aece42dc7616a1a1b456640ac3f526f7abac6e0e3
+size 1000

checkpoint-2000/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46c74450c5b32ba0915b3411319c43046509414910576090c372be3bb9e32af1
+size 79235394

checkpoint-2000/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9ef5d92355278c9e9f08d72e4e5205f13415c1bf98b32172df4afb9b976a1a7
+size 22504080

checkpoint-2000/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d21d59271123d4173a4875d105013e6edc71125693100cea77fa530c3b76028
+size 14344

checkpoint-2000/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:493642aa6dcb7f188f018b7691aba9287429fa60e412f5f63a1430602afc2557
+size 1000

checkpoint-500/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:262b79e4e0a636a7389fe315ee95c54e61404b322f4dce1afb278df96f59ee06
+size 79235394

checkpoint-500/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:616eedf0d2569973e7d87dcc0128e9eeb9fd23e64c16a00999b9935dc87f3275
+size 22504080

checkpoint-500/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d187a5f17dc6798e08f472734d63bc2609713a6fda9860427f0f6f9e8e45abf
+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/1742853622.235698/events.out.tfevents.1742853622.192-222-56-88.66662.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19f12cc340976d1bcbf2b54dfb442fd0cbe54bb98def5cde9fa3c0cfb8234427
+size 3237

logs/dreambooth-flux-dev-lora/1742853622.2455018/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: subset_2
+instance_prompt: a photo of xjiminx
+learning_rate: 1.0
+local_rank: -1
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_layers: null
+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: 2048
+mixed_precision: bf16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 2048
+num_validation_images: 4
+optimizer: prodigy
+output_dir: subset_2_step_2048_model
+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
+upcast_before_saving: 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.1742853622.192-222-56-88.66662.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:932cfc8123a929c98efe7b3287b9d8f95455756ecd06c57a9ab2d0490a538dfc
+size 343638

pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28c28caddc1d13997e405a6c72281a758f7279a3215862fad927fb6901153248
+size 22504080