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upload config file

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  1. config.yaml +87 -0
config.yaml ADDED
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+ job: extension
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+ config:
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+ name: flux_dev_finetune
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+ process:
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+ - type: sd_trainer
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+ training_folder: /content/output
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+ performance_log_every: 50
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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: 32
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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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+ datasets:
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+ - folder_path: /content/dataset
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+ caption_ext: txt
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+ caption_dropout_rate: 0.05
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+ shuffle_tokens: true
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+ cache_latents_to_disk: true
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+ resolution:
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+ - 512
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+ train:
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+ batch_size: 8
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+ steps: 1000
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+ gradient_accumulation_steps: 2
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+ train_unet: true
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+ train_text_encoder: false
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+ content_or_style: balanced
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+ gradient_checkpointing: true
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+ noise_scheduler: flowmatch
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+ optimizer: adamw
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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: float16
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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: 500
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+ width: 512
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+ height: 512
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+ prompts:
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+ - An intricate floral motif inspired by traditional Mughal art, with ornate
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+ paisleys and delicate vines in shades of deep maroon, emerald green, and gold
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+ on a cream background, reminiscent of classic shalwar kameez patterns.
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+ - A luxurious pattern featuring block-printed motifs of lotus flowers and mandalas
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+ in muted pastel tones of pink, peach, and mint green, evoking the rich textile
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+ traditions of Pakistans artisanal heritage.
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+ - A sophisticated fusion of contemporary minimalism with traditional Pakistani
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+ embroidery, featuring delicate floral butis scattered over a soft linen base
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+ in pastel tones, perfect for summer tunics.
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+ - A sophisticated fusion of contemporary minimalism with traditional Pakistani
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+ embroidery, featuring delicate floral butis scattered over a soft linen base
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+ in pastel tones, perfect for summer tunics.
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+ - A Balochi-style geometric pattern with diamond and triangle shapes in earthy
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+ tones of rust, brown, and cream, paying homage to the nomadic craftsmanship
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+ of Pakistans western regions
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+ - A playful polka dot pattern with oversized, irregular dots in bold primary
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+ colors like red, blue, and yellow, set against a crisp white background, giving
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+ a retro yet fresh vibe for summer dresses
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+ - A sophisticated tartan pattern in deep shades of forest green, navy, and burgundy,
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+ perfect for stylish woolen skirts and scarves, channeling a refined Scottish
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+ heritage look.
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+ - A Kashmiri shawl-inspired pattern featuring delicate swirls of vines and paisleys
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+ in soft pastel shades, woven into an intricate border design for a light,
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+ airy, and elegant fabric.
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+ - a serene mountain landscape pattern with stylized pine trees, snow-capped
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+ peaks, and tranquil lakes, in earthy tones and soft pastels, creating a calming
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+ atmosphere
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+ - A hand-painted style floral pattern inspired by the phulkari art of Punjab,
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+ with large blooming flowers in bright shades of fuchsia, orange, and yellow,
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+ set against a neutral beige background.
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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: flux_dev_finetune
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+ version: '1.0'