Upload . with huggingface_hub

README.md

@@ -0,0 +1,22 @@
+---
+license: creativeml-openrail-m
+base_model: stabilityai/stable-diffusion-2-1-base
+instance_prompt: fabric design of small flowers
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+inference: true
+---
+# LoRA DreamBooth - v1
+
+These are LoRA adaption weights for [stabilityai/stable-diffusion-2-1-base](https://huggingface.co/stabilityai/stable-diffusion-2-1-base). The weights were trained on the instance prompt "fabric design of small flowers" using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
+
+Test prompt: v1
+![image_0](test_images/image_0.png)
+![image_1](test_images/image_1.png)
+![image_2](test_images/image_2.png)
+![image_3](test_images/image_3.png)
+

checkpoint-100/custom_checkpoint_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b223b0aa4a7fae87097c966f33a0245a924b84bdbb0b31d384d7c854411cf50f
+size 3418585

checkpoint-100/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3be2c5c5b71e4dcea964f0e584a154969aff4e6d6e29004d0e2e9ca2b32f7698
+size 3492869

checkpoint-100/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9078b0d36df08a93c059ba97db275f92d94fdde24a01dc8ef9b3ac383e3a023
+size 3417037

checkpoint-100/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be32873b28d2d142aca149a6b92f9e3e8596e41ad0d3be5f261c9ad1ed888f55
+size 14599

checkpoint-100/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfa44e8523f62833816d29aa6c576eaa7783e3bbdb3e132e248b1d8aaee6132b
+size 557

checkpoint-100/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:906bdd391189fd16d3160fd1e198eb53687dae580f930cf3f64365609fd5f606
+size 563

logs/dreambooth-lora/1678578414.173294/events.out.tfevents.1678578414.s-reversorie-lora-dreambooth-training-ui-147db-59fc7c8567-dh5bk.87.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f550a2c71205ca7136f3357804fe968edec6ad2a911a0a93e28f2d67fd6f3529
+size 2431

logs/dreambooth-lora/1678578414.175752/hparams.yml

@@ -0,0 +1,48 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+center_crop: false
+checkpointing_steps: 100
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 1
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+instance_data_dir: /home/user/app/training_data/v1
+instance_prompt: fabric design of small flowers
+learning_rate: 0.0001
+local_rank: -1
+logging_dir: logs
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_steps: 100
+mixed_precision: fp16
+num_class_images: 100
+num_train_epochs: 13
+num_validation_images: 4
+output_dir: /home/user/app/experiments/v1
+pretrained_model_name_or_path: stabilityai/stable-diffusion-2-1-base
+prior_generation_precision: null
+prior_loss_weight: 1.0
+push_to_hub: false
+report_to: tensorboard
+resolution: 768
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+tokenizer_name: null
+train_batch_size: 1
+use_8bit_adam: true
+validation_epochs: 100
+validation_prompt: v1
+with_prior_preservation: false

logs/dreambooth-lora/events.out.tfevents.1678578414.s-reversorie-lora-dreambooth-training-ui-147db-59fc7c8567-dh5bk.87.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ff33ca715298f7fc40b1ba3ab494239d8107336216a9f6eb52159672808aa8a
+size 4000621

pytorch_lora_weights.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ea028f482b096107731258a6bc0de48e95a1fbab0330604b0598ec8922ed23d
+size 3418843

train.sh

@@ -0,0 +1 @@
+accelerate launch train_dreambooth_lora.py --pretrained_model_name_or_path=stabilityai/stable-diffusion-2-1-base --instance_data_dir=/home/user/app/training_data/v1 --output_dir=/home/user/app/experiments/v1 --instance_prompt="fabric design of small flowers" --resolution=768 --train_batch_size=1 --gradient_accumulation_steps=1 --learning_rate=0.0001 --lr_scheduler=constant --lr_warmup_steps=0 --max_train_steps=100 --checkpointing_steps=100 --validation_prompt="v1" --validation_epochs=100 --seed=0 --mixed_precision fp16 --use_8bit_adam