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job: extension
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config:
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name: lateralspark
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process:
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- type: sd_trainer
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training_folder: output
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device: cuda:0
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network:
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type: lora
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linear: 16
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linear_alpha: 16
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save:
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dtype: float16
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save_every: 250
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max_step_saves_to_keep: 4
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push_to_hub: false
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datasets:
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- folder_path: datasets/30833bf1-6ac7-4b9e-b5e9-929877b1b9be
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caption_ext: txt
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caption_dropout_rate: 0.05
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shuffle_tokens: false
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cache_latents_to_disk: true
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resolution:
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- 512
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- 768
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- 1024
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train:
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batch_size: 1
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steps: 4000
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gradient_accumulation_steps: 1
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train_unet: true
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train_text_encoder: false
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gradient_checkpointing: true
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noise_scheduler: flowmatch
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optimizer: adamw8bit
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lr: 0.0002
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ema_config:
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use_ema: true
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ema_decay: 0.99
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dtype: bf16
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skip_first_sample: true
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disable_sampling: false
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model:
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name_or_path: black-forest-labs/FLUX.1-schnell
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is_flux: true
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quantize: true
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low_vram: true
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assistant_lora_path: ostris/FLUX.1-schnell-training-adapter
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sample:
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sampler: flowmatch
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sample_every: 4000
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width: 1024
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height: 1024
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prompts:
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- a painting of a person at crossroads, lateralspark style
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- a painting symbolizing thought's fluid evolution, lateralspark style
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- a painting symbolizing chaos and healing journey, lateralspark style
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neg: ''
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seed: 42
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walk_seed: true
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guidance_scale: 4
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sample_steps: 4
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trigger_word: lateralspark style
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meta:
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name: lateralspark
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version: '1.0'
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