| job: custom_job | |
| config: | |
| name: flux_train_replicate | |
| process: | |
| - type: custom_sd_trainer | |
| training_folder: output | |
| device: cuda:0 | |
| trigger_word: Logo | |
| network: | |
| type: lora | |
| linear: 16 | |
| linear_alpha: 16 | |
| save: | |
| dtype: float16 | |
| save_every: 100 | |
| max_step_saves_to_keep: 1 | |
| datasets: | |
| - folder_path: input_images | |
| caption_ext: txt | |
| caption_dropout_rate: 0.05 | |
| shuffle_tokens: false | |
| cache_latents_to_disk: false | |
| cache_latents: true | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 1 | |
| steps: 3000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| content_or_style: balanced | |
| gradient_checkpointing: false | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| lr: 0.0004 | |
| ema_config: | |
| use_ema: true | |
| ema_decay: 0.99 | |
| dtype: bf16 | |
| model: | |
| name_or_path: FLUX.1-dev | |
| is_flux: true | |
| quantize: false | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 100 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - A minimalist, sleek waveform symbol representing innovation and dynamic progress, | |
| using gradient shades of teal and navy blue. | |
| - A simplified geometric mountain logo, with sharp triangular shapes and soft | |
| shadowing, colored in subtle monochrome shades. | |
| - A clean, minimalistic circle intertwined with connected nodes or dots, symbolizing | |
| technology and connectivity, in shades of electric green or cyan. | |
| - A smooth, contemporary infinity symbol with subtle gradient colors of deep | |
| purple and pastel lavender, symbolizing endless possibilities. | |
| - An elegant and sharp origami-style bird silhouette with clean geometric lines, | |
| colored in monochromatic shades of grey or muted pastel tones. | |
| - A modern logo featuring a simple leaf shape blended with circuit lines, accompanied | |
| by the company name 'EcoTech Solutions' in a sleek sans-serif typeface, in | |
| fresh green and silver tones. | |
| - A minimalistic city skyline silhouette above the text 'UrbanPeak,' set in | |
| bold, modern typography, with contrasting colors such as charcoal grey and | |
| bright orange. | |
| - An abstract, minimalist depiction of an interior room using geometric shapes | |
| and perspective lines, combined with subtle gradients of warm beige and cream. | |
| - A contemporary, minimalist house outline intertwined with subtle neural network | |
| nodes, symbolizing AI-driven interior design, in soft tones of navy blue and | |
| ivory. | |
| - A sophisticated and modern cube logo in minimalist style, utilizing a gradient | |
| effect from pastel teal to soft coral, symbolizing creativity and structure. | |
| - '' | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 3.5 | |
| sample_steps: 28 | |
| meta: | |
| name: flux_train_replicate | |
| version: '1.0' | |