| job: custom_job | |
| config: | |
| name: flux_train_replicate | |
| process: | |
| - type: custom_sd_trainer | |
| training_folder: output | |
| device: cuda:0 | |
| trigger_word: WSTF | |
| 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: 1000 | |
| 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 bustling indoor scene at a mall, featuring vibrant shops with modern storefronts, | |
| fashionable shoppers carrying branded bags, and sleek architectural details | |
| like glass railings and polished floors. Bright lighting from skylights and | |
| ceiling fixtures creates a lively and energetic atmosphere, capturing the | |
| essence of a busy shopping day, WSTF style. | |
| - An elegant cafe inside a mall, with modern seating arrangements, cozy lighting, | |
| and patrons enjoying artisanal coffee and desserts. The background shows stylish | |
| decor, a touch of greenery, and the buzz of mall activity, blending sophistication | |
| with a casual vibe, WSTF style. | |
| - A wide-angle shot of the central atrium in a Mall, showcasing its expansive | |
| space with large decorative elements, a water fountain, and escalators leading | |
| to various levels. People of all ages are walking, shopping, and relaxing, | |
| immersed in the vibrant and luxurious mall experience, WSTF style. | |
| - A winter-themed promotional event at a mall, featuring a beautifully decorated | |
| area with fairy lights, a Christmas tree, and festive displays. Shoppers in | |
| coats and scarves enjoy the cheerful atmosphere, and a Santa Claus figure | |
| is interacting with children near a pop-up photo booth, WSTF style. | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 3.5 | |
| sample_steps: 28 | |
| meta: | |
| name: flux_train_replicate | |
| version: '1.0' | |