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config.yaml
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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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my_first_flux_lora_v1.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe70179f9d8061ab72bb6766409f67bd5a29274aff50b61f55d59f686fe3c30e
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size 171969368
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my_first_flux_lora_v1_000001000.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:861185c2f277e0ae81c676b707dc3a96ae0739c94b6bb288f992c0c520fb2840
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size 171969368
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my_first_flux_lora_v1_000001250.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7fa921d0962c28e62b04d27abddbb96b81d3058d3f8aae7172b08d83d202f762
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size 171969368
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my_first_flux_lora_v1_000001500.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2e3ea80c6c10080247ba7809eaad66753ec80fe72b9c814d31b6f9d728eed720
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size 171969368
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my_first_flux_lora_v1_000001750.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:eb337083849d90733c98d53c416de6684c631d2085ae993e89474137bf1c39db
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size 171969368
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:583a61c9a386d4f4650a57c894e7c9183bb9936df5f51c1126fbc004c36f3107
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size 175676612
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