mirror of
https://github.com/ostris/ai-toolkit.git
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99 lines
3.6 KiB
YAML
99 lines
3.6 KiB
YAML
---
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job: extension
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config:
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name: subject_turner_v1
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process:
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- type: 'image_reference_slider_trainer'
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training_folder: "/mnt/Train/out/LoRA"
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device: cuda:0
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# for tensorboard logging
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log_dir: "/home/jaret/Dev/.tensorboard"
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network:
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type: "lora"
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linear: 64
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linear_alpha: 32
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conv: 32
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conv_alpha: 16
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train:
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noise_scheduler: "ddpm" # or "ddpm", "lms", "euler_a"
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steps: 5000
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lr: 1e-4
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train_unet: true
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gradient_checkpointing: true
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train_text_encoder: true
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optimizer: "adamw"
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optimizer_params:
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weight_decay: 1e-2
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lr_scheduler: "constant"
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max_denoising_steps: 1000
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batch_size: 1
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dtype: bf16
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xformers: true
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skip_first_sample: true
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noise_offset: 0.0 # I don't recommend using unless you are trying to make a darker lora. Then do 0.1 MAX
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model:
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# name_or_path: "/mnt/Models/stable-diffusion/models/stable-diffusion/sdxl/sd_xl_base_0.9.safetensors"
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name_or_path: "/mnt/Models/stable-diffusion/models/stable-diffusion/Ostris/Ostris_Real_v1.safetensors"
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# name_or_path: "/mnt/Models/stable-diffusion/models/stable-diffusion/sd_v1-5_vae.ckpt"
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is_v2: false # for v2 models
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is_xl: false # for SDXL models
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is_v_pred: false # for v-prediction models (most v2 models)
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save:
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dtype: float16 # precision to save
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save_every: 1000 # save every this many steps
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max_step_saves_to_keep: 2 # only affects step counts
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sample:
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sampler: "ddpm" # must match train.noise_scheduler
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sample_every: 100 # sample every this many steps
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width: 512
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height: 512
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prompts:
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- "photo of a woman with red hair taking a selfie --m -3"
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- "photo of a woman with red hair taking a selfie --m -1"
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- "photo of a woman with red hair taking a selfie --m 1"
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- "photo of a woman with red hair taking a selfie --m 3"
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- "close up photo of a man smiling at the camera, in a tank top --m -3"
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- "close up photo of a man smiling at the camera, in a tank top--m -1"
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- "close up photo of a man smiling at the camera, in a tank top --m 1"
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- "close up photo of a man smiling at the camera, in a tank top --m 3"
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- "photo of a blonde woman smiling, barista --m -3"
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- "photo of a blonde woman smiling, barista --m -1"
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- "photo of a blonde woman smiling, barista --m 1"
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- "photo of a blonde woman smiling, barista --m 3"
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- "photo of a Christina Hendricks --m -1"
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- "photo of a Christina Hendricks --m -1"
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- "photo of a Christina Hendricks --m 1"
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- "photo of a Christina Hendricks --m 3"
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- "photo of a Christina Ricci --m -3"
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- "photo of a Christina Ricci --m -1"
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- "photo of a Christina Ricci --m 1"
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- "photo of a Christina Ricci --m 3"
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neg: "cartoon, fake, drawing, illustration, cgi, animated, anime"
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seed: 42
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walk_seed: false
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guidance_scale: 7
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sample_steps: 20
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network_multiplier: 1.0
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logging:
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log_every: 10 # log every this many steps
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use_wandb: false # not supported yet
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verbose: false
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slider:
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resolutions:
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- 512
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slider_pair_folder: "/mnt/Datasets/stable-diffusion/slider_reference/subject_turner"
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target_class: "photo of a person"
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# additional_losses:
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# - "mirror"
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meta:
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name: "[name]"
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version: '1.0'
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creator:
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name: Ostris - Jaret Burkett
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email: jaret@ostris.com
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website: https://ostris.com
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