| config: | |
| name: METAL_TECHNICAL_POSTER | |
| process: | |
| - datasets: | |
| - cache_latents_to_disk: true | |
| caption_dropout_rate: 0.1 | |
| caption_ext: txt | |
| color_aug: true | |
| flip_aug: false | |
| folder_path: /root/lorahub/METAL_TECHNICAL_POSTER/dataset | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| shuffle_tokens: true | |
| token_dropout_rate: 0.05 | |
| device: cuda:0 | |
| model: | |
| is_flux: true | |
| name_or_path: black-forest-labs/FLUX.1-dev | |
| quantize: true | |
| text_encoder_bits: 8 | |
| network: | |
| clip_skip: 2 | |
| linear: 256 | |
| linear_alpha: 128 | |
| text_encoder: true | |
| transformer_only: true | |
| type: lora | |
| performance_log_every: 500 | |
| sample: | |
| height: 1280 | |
| neg: '' | |
| prompts: | |
| - skull with mushrooms, technical diagram, white linework on black background, | |
| red accent text, [trigger] | |
| - death metal logo, technical illustration style, anatomical drawing, [trigger] | |
| - botanical specimen diagram, occult symbols, white line art, [trigger] | |
| - scientific illustration with warning text, detailed line art, [trigger] | |
| sample_every: 500 | |
| sample_steps: 25 | |
| sampler: flowmatch | |
| seed: 42 | |
| walk_seed: true | |
| width: 720 | |
| save: | |
| dtype: float16 | |
| max_step_saves_to_keep: 3 | |
| save_every: 500 | |
| save_format: diffusers | |
| train: | |
| batch_size: 4 | |
| dtype: bf16 | |
| ema_config: | |
| ema_decay: 0.995 | |
| use_ema: true | |
| gradient_accumulation_steps: 2 | |
| gradient_checkpointing: true | |
| linear_timesteps: true | |
| loss_type: huber | |
| lr: 0.0002 | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| reg_weight: 0.7 | |
| steps: 3000 | |
| target_noise_multiplier: 0.7 | |
| train_text_encoder: false | |
| train_unet: true | |
| warmup_steps: 100 | |
| training_folder: /root/lorahub | |
| trigger_word: technical metal poster | |
| type: sd_trainer | |
| job: extension | |