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+ job: extension
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+ config:
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+ name: beat1_q
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+ process:
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+ - type: sd_trainer
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+ training_folder: /root/ai-toolkit/modal_output
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+ device: cuda:0
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+ trigger_word: beat1_q
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+ network:
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+ type: lora
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+ linear: 32
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+ linear_alpha: 32
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+ conv: 16
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+ conv_alpha: 16
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+ lokr_full_rank: true
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+ lokr_factor: -1
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+ save:
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+ dtype: bf16
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+ save_every: 216
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+ max_step_saves_to_keep: 5
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+ push_to_hub: false
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+ datasets:
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+ - folder_path: /root/ai-toolkit/beat1_q2
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+ mask_path: /root/ai-toolkit/beat1_mask
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+ mask_min_value: 0.01
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+ caption_ext: txt
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+ caption_dropout_rate: 0.1
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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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+ - 1024
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+ train:
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+ batch_size: 1
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+ steps: 6048
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+ gradient_accumulation: 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: adamw
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+ timestep_type: lognorm_blend
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+ optimizer_params:
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+ weight_decay: 0.0001
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+ lr: 0.0002
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+ lr_scheduler: cosine_with_restarts
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+ lr_scheduler_params:
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+ eta_min: 5.0e-05
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+ skip_first_sample: true
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+ disable_sampling: true
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+ ema_config:
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+ use_ema: false
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+ ema_decay: 0.99
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+ dtype: bf16
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+ do_differential_guidance: true
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+ differential_guidance_scale: 3
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+ model:
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+ name_or_path: /root/Qwen-Image
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+ arch: qwen_image
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+ quantize: false
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+ quantize_te: false
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+ low_vram: false
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+ sample:
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+ sampler: flowmatch
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+ sample_every: 170
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+ width: 1024
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+ height: 1024
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+ prompts:
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+ - Photo of a young woman with long black hair, wearing a blue and white dress
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+ with a white lace collar. She has a fair complexion and is looking directly
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+ at the camera with a neutral expression. Her hair is adorned with small pink
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+ flowers. The background is a gradient of blue to white, creating a soft and
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+ dreamy atmosphere. The lighting is soft and even, highlighting her features.
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+ The image has a high-quality, professional feel.
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+ neg: ''
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+ seed: 777
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+ walk_seed: true
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+ guidance_scale: 4
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+ sample_steps: 30
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+ meta:
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+ name: beat1_q
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+ version: '1.0'