| config: | |
| name: ThenAndNow_v1 | |
| process: | |
| - datasets: | |
| - cache_latents_to_disk: true | |
| caption_dropout_rate: 0.1 | |
| caption_ext: txt | |
| folder_path: /root/lorahub/ThenAndNow_v1/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: | |
| guidance_scale: 3.5 | |
| height: 1024 | |
| neg: '' | |
| prompts: | |
| - 'Then-and-now: A black-and-white illustration of a wounded centaur, a mythical | |
| creature from ancient lore, is held up in front of a modern park scene, aligned | |
| with a wooded area in the background. In the foreground, the centaur is depicted | |
| limping, arrows embedded in its side, with a look of pain on its face. The | |
| background, in color, shows the same spot now peaceful and green, with people | |
| jogging and children playing, emphasizing the transformation from mythical | |
| battles to everyday tranquility' | |
| - 'Then-and-now: A black-and-white photograph of a coiled snake resting among | |
| the ruins of ancient Athens is positioned in front of the modern Acropolis | |
| site, aligned with broken columns and stone pathways. In the foreground, the | |
| snake, symbolizing wisdom and mystery, is nestled between fallen pillars under | |
| the ancient sun. The background, in color, shows tourists walking through | |
| the restored ruins, with informational signs and fencing, highlighting the | |
| shift from an untamed, mythical past to a preserved historical landmark.' | |
| - "Then-and-now: A black-and-white photograph of a silver sword, rumored to\ | |
| \ slay vampires, is held up against the backdrop of a modern museum display,\ | |
| \ aligned with the exhibit\u2019s lighting and structure. In the foreground,\ | |
| \ the sword gleams in monochrome, with intricate engravings and an aura of\ | |
| \ danger. The background, in color, shows the museum\u2019s clean, sterile\ | |
| \ setup, with other artifacts under glass, contrasting the legend and mystique\ | |
| \ of the weapon with its contemporary preservation as a piece of history." | |
| - 'Then-and-now: A black-and-white photograph is placed over a color landscape, | |
| aligned with the remnants of old concrete structures, blending past with present | |
| in a seamless, gradient-like transition. In the foreground, the black-and-white | |
| image shows an abandoned fortification with a gravel road winding through | |
| it. The background, in color, reveals a grassy field and sky, contrasting | |
| the worn, historical architecture with the natural, serene setting that surrounds | |
| it today.' | |
| - 'Then-and-now: A black-and-white archival photograph is seamlessly overlaid | |
| in the foreground, aligning with the columns and lanterns of a grand building, | |
| creating a stark, hard border between past and present. In the foreground | |
| image, people in formal attire walk past a large dog statue in black and white, | |
| evoking an earlier era. The background, in color, shows the same building | |
| with contemporary elements like parked cars and updated windows, marking the | |
| passage of time.' | |
| - 'Then-and-now: a sepia picture of a scary clown from early 20th century is | |
| held up over an image of a modern day circus, the trees and tents perfectly | |
| aligned. In the foreground a scary sepia clown is making a scary face. The | |
| background, in color, shows a quaint scene of a lovely modern day circus with | |
| grass and kids playing.' | |
| 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: 3000 | |
| target_noise_multiplier: 1.0 | |
| train_text_encoder: false | |
| train_unet: true | |
| training_folder: /root/lorahub | |
| trigger_word: Then-and-now | |
| type: sd_trainer | |
| job: extension | |
| meta: | |
| description: by @an303042, The 'then-and-now' style juxtaposes a (usually) black-and-white | |
| historical foreground image with a (usually) color photograph of a modern setting, | |
| creating a seamless blend that contrasts past history with present-day reality. | |