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config.yaml ADDED
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+ job: extension
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+ config:
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+ name: my_first_flux_lora_v1
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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: /root/lora/ai-toolkit/dataset
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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: 2000
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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: 0.0001
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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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+ model:
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+ name_or_path: black-forest-labs/FLUX.1-dev
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+ is_flux: true
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+ quantize: true
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+ sample:
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+ sampler: flowmatch
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+ sample_every: 250
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+ width: 1024
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+ height: 1024
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+ prompts:
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+ - Professional photorealistic photos of [ooevg_ig] taken in a photo studio for
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+ a psychologist's portfolio and creating posts on social networks.
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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: 20
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+ meta:
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+ name: my_first_flux_lora_v1
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+ version: '1.0'
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