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  1. ai-toolkit.log +103 -0
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+ The cache for model files in Transformers v4.22.0 has been updated. Migrating your old cache. This is a one-time only operation. You can interrupt this and resume the migration later on by calling `transformers.utils.move_cache()`.
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+ Running 1 job
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+
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+ /usr/local/lib/python3.10/dist-packages/controlnet_aux/mediapipe_face/mediapipe_face_common.py:7: UserWarning: The module 'mediapipe' is not installed. The package will have limited functionality. Please install it using the command: pip install 'mediapipe'
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+ warnings.warn(
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+ /usr/local/lib/python3.10/dist-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_5m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_5m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
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+ return register_model(fn_wrapper)
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+ /usr/local/lib/python3.10/dist-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_11m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_11m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
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+ return register_model(fn_wrapper)
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+ /usr/local/lib/python3.10/dist-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_224 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
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+ return register_model(fn_wrapper)
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+ /usr/local/lib/python3.10/dist-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_384 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
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+ return register_model(fn_wrapper)
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+ /usr/local/lib/python3.10/dist-packages/controlnet_aux/segment_anything/modeling/tiny_vit_sam.py:654: UserWarning: Overwriting tiny_vit_21m_512 in registry with controlnet_aux.segment_anything.modeling.tiny_vit_sam.tiny_vit_21m_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected.
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+ return register_model(fn_wrapper)
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+ You set `add_prefix_space`. The tokenizer needs to be converted from the slow tokenizers
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+ {
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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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+ },
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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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+ },
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+ "datasets": [
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+ {
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+ "folder_path": "/workspace/ai-toolkit/images",
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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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+ ]
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+ }
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+ ],
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+ "train": {
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+ "batch_size": 1,
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+ "steps": 1000,
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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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+ },
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+ "dtype": "bf16"
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+ },
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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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+ },
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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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+ "Photo of p3r5on holding a sign that says 'I LOVE PROMPTS!'",
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+ "Professional headshot of p3r5on in a business suit.",
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+ "A happy pilot p3r5on of a Boeing 747.",
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+ "A doctor p3r5on talking to a patient.",
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+ "A chef p3r5on in the middle of a bustling kitchen, plating a beautifully arranged dish.",
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+ "A young p3r5on with a big grin, holding a large ice cream cone in front of an old-fashioned ice cream parlor.",
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+ "A person p3r5on in a tuxedo, looking directly into the camera with a confident smile, standing on a red carpet at a gala event.",
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+ "Person p3r5on with a bitchin' 80's mullet hairstyle leaning out the window of a pontiac firebird"
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+ ],
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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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+ },
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+ "trigger_word": "p3r5on"
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+ }
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+ Using EMA
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+
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+ #############################################
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+ # Running job: my_first_flux_lora_v1
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+ #############################################
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+
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+
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+ Running 1 process
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+ Loading Flux model
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+ Loading transformer
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+ Quantizing transformer
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+ Loading vae
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+ Loading t5
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+