| config: | |
| name: flux_surf | |
| process: | |
| - datasets: | |
| - cache_latents_to_disk: true | |
| caption_dropout_rate: 0.2 | |
| caption_ext: txt | |
| folder_path: /root/lorahub/flux_surf/dataset | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| shuffle_tokens: false | |
| token_dropout_rate: 0.01 | |
| device: cuda:0 | |
| model: | |
| is_flux: true | |
| name_or_path: black-forest-labs/FLUX.1-dev | |
| quantize: true | |
| text_encoder_bits: 8 | |
| network: | |
| linear: 42 | |
| linear_alpha: 42 | |
| transformer_only: true | |
| type: lora | |
| performance_log_every: 500 | |
| sample: | |
| height: 1024 | |
| neg: '' | |
| prompts: | |
| - a woman wearing glasses, wearing a baseball cap, holding a boba tea cup with | |
| a straw in her hand, the text 'boba' is written on the cup, illustration in | |
| the style of SRFNGV01 | |
| - a white-haired young woman wearing a flower crown, a very large fiery dragon, | |
| castle in the background, illustration in the style of SRFNGV01 | |
| - a boy wearing glasses, reading a book, in a cozy bedroom, illustration in | |
| the style of SRFNGV01 | |
| - text on a poster that says 'flux' placed above a penguin, a orange sun below | |
| the text, beautiful typography in the style of SRFNGV01 | |
| - a girl wearing a flower crown, standing in a garden, holding a sign that says | |
| 'this is flux surf', illustration in the style of SRFNGV01 | |
| - a robot eating ramen in a busy cafe, illustration in the style of SRFNGV01 | |
| sample_every: 500 | |
| sample_steps: 25 | |
| sampler: flowmatch | |
| seed: 42 | |
| walk_seed: true | |
| width: 1024 | |
| save: | |
| dtype: float16 | |
| max_step_saves_to_keep: 3 | |
| save_every: 500 | |
| save_format: diffusers | |
| train: | |
| batch_size: 1 | |
| dtype: bf16 | |
| ema_config: | |
| ema_decay: 0.99 | |
| use_ema: true | |
| gradient_accumulation_steps: 1 | |
| gradient_checkpointing: true | |
| linear_timesteps: true | |
| loss_type: mse | |
| lr: 0.0002 | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| reg_weight: 1.0 | |
| steps: 2000 | |
| target_noise_multiplier: 1.0 | |
| train_text_encoder: false | |
| train_unet: true | |
| training_folder: /root/lorahub | |
| trigger_word: SRFNGV01 | |
| type: sd_trainer | |
| job: extension | |
| meta: | |
| description: '' | |