| 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' |
|
|
