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Upload config.yml

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  1. pvc-2/config.yml +77 -0
pvc-2/config.yml ADDED
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+ model:
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+ checkpoint_path: "./models/aura_flow_0.3.bnb_nf4.safetensors"
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+ pretrained_model_name_or_path: fal/AuraFlow-v0.3
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+
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+ dtype: bfloat16
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+
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+ denoiser:
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+ use_flash_attn: true
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+
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+ peft:
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+ type: lora
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+ rank: 16
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+ alpha: 1.0
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+ dropout: 0.0
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+
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+ dtype: bfloat16
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+
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+ include_keys: [".attn.", ".mlp.", ".modC.", ".modC.", ".modX."]
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+ exclude_keys: ["text_encoder", "vae", "t_embedder", "final_linear"]
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+
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+ dataset:
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+ folder: "data/pvc"
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+ num_repeats: 2
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+ batch_size: 2
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+
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+ bucket_base_size: 1024
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+ step: 128
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+ min_size: 384
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+ do_upscale: true
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+
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+ caption_processors:
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+ - type: shuffle
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+ split_separator: ","
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+
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+ optimizer:
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+ name: "schedulefree.RAdamScheduleFree"
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+ # name: "bitsandbytes.optim.AdamW8bit"
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+ args:
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+ lr: 0.001
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+
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+ scheduler:
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+ # name: "torch.optim.lr_scheduler.ConstantLR"
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+ # args: {}
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+
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+ tracker:
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+ project_name: "auraflow-pvc-1"
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+ loggers:
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+ - wandb
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+
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+ saving:
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+ strategy:
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+ per_epochs: 0.25
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+ per_steps: null
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+ save_last: true
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+
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+ callbacks:
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+ - type: "hf_hub" # or "hf_hub" to push to hub
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+ name: "aura-pvc-2-"
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+ save_dir: "./output/pvc-2"
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+
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+ hub_id: "p1atdev/afv03-lora"
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+ dir_in_repo: "pvc-2"
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+
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+ seed: 42
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+ num_train_epochs: 10
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+
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+ trainer:
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+ # debug_mode: "1step"
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+
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+ gradient_checkpointing: true
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+
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+ torch_compile: true
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+ torch_compile_args:
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+ mode: max-autotune
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+ fullgraph: true
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+
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+ fp32_matmul_precision: "medium"