diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..56f9a703080afe66bdec06be34d0232308b2ffb2 --- /dev/null +++ b/README.md @@ -0,0 +1,17 @@ +--- +license: creativeml-openrail-m +base_model: SG161222/Realistic_Vision_V1.4 +instance_prompt: stepania +tags: +- stable-diffusion +- stable-diffusion-diffusers +- text-to-image +- diffusers +- lora +inference: true +--- +# LoRA DreamBooth - stepania2 + +These are LoRA adaption weights for [SG161222/Realistic_Vision_V1.4](https://huggingface.co/SG161222/Realistic_Vision_V1.4). The weights were trained on the instance prompt "stepania" using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following. + + diff --git a/checkpoint-100/custom_checkpoint_0.pkl b/checkpoint-100/custom_checkpoint_0.pkl new file mode 100644 index 0000000000000000000000000000000000000000..59cb451c16ce1fd8133e2bfdcb11603bf639fd29 --- /dev/null +++ b/checkpoint-100/custom_checkpoint_0.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1793274fe8e0446e715753683035a3945eb9d63767782d16fcf848460976a2ec +size 3287513 diff --git a/checkpoint-100/optimizer.bin b/checkpoint-100/optimizer.bin new file mode 100644 index 0000000000000000000000000000000000000000..d3d0c25fc54a99f46d0757674d4a4f1fc76e70f4 --- /dev/null +++ b/checkpoint-100/optimizer.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9e92ad052e0bdf3d71cac6008f9dacb6d8edd8b8b049eaf242ad602dbc4daf1 +size 4000965 diff --git a/checkpoint-100/pytorch_model.bin b/checkpoint-100/pytorch_model.bin new file mode 100644 index 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SG161222/Realistic_Vision_V1.4 +prior_generation_precision: null +prior_loss_weight: 1.0 +push_to_hub: false +report_to: tensorboard +resolution: 512 +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: 'a photo of stepania ' +with_prior_preservation: false diff --git a/logs/dreambooth-lora/events.out.tfevents.1681316446.s-sunday96-lora-dreambooth-training-ui-46aad-659849f6cd-xqr82.3508.0 b/logs/dreambooth-lora/events.out.tfevents.1681316446.s-sunday96-lora-dreambooth-training-ui-46aad-659849f6cd-xqr82.3508.0 new file mode 100644 index 0000000000000000000000000000000000000000..c741dae55a7514dbf85b71df55933c7d17786d82 --- /dev/null +++ b/logs/dreambooth-lora/events.out.tfevents.1681316446.s-sunday96-lora-dreambooth-training-ui-46aad-659849f6cd-xqr82.3508.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d539f20cdf9d38358b7b8761e0d55fd74c81babda124757df4398a117213051e +size 1904683 diff --git a/pytorch_lora_weights.bin b/pytorch_lora_weights.bin new file mode 100644 index 0000000000000000000000000000000000000000..19b78f1046b6c4f15559082f5107063604d5ed14 --- /dev/null +++ b/pytorch_lora_weights.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d99da6d47aa4f8b539774b654fae84307ae96ad34e1d9cb934bab89827d9adf +size 3287771 diff --git a/train.sh b/train.sh new file mode 100644 index 0000000000000000000000000000000000000000..664d81f4abab7922d1d8b01f2f77a97fad55e686 --- /dev/null +++ b/train.sh @@ -0,0 +1 @@ +accelerate launch train_dreambooth_lora.py --pretrained_model_name_or_path=SG161222/Realistic_Vision_V1.4 --instance_data_dir=/home/user/app/training_data/stepania2 --output_dir=/home/user/app/experiments/stepania2 --instance_prompt="stepania" --resolution=512 --train_batch_size=1 --gradient_accumulation_steps=1 --learning_rate=0.0001 --lr_scheduler=constant --lr_warmup_steps=0 --max_train_steps=2000 --checkpointing_steps=100 --validation_prompt="a photo of stepania " --validation_epochs=100 --seed=0 --mixed_precision fp16 --use_8bit_adam \ No newline at end of file