| job: extension | |
| config: | |
| name: cozy_house | |
| process: | |
| - type: sd_trainer | |
| training_folder: output | |
| device: cuda:0 | |
| network: | |
| type: lora | |
| linear: 32 | |
| linear_alpha: 32 | |
| save: | |
| dtype: float16 | |
| save_every: 1000 | |
| max_step_saves_to_keep: 5 | |
| push_to_hub: true | |
| hf_repo_id: linhqyy/cozy-house | |
| hf_private: false | |
| datasets: | |
| - folder_path: /workspace/cozy_house | |
| caption_ext: txt | |
| caption_dropout_rate: 0.05 | |
| shuffle_tokens: false | |
| cache_latents_to_disk: true | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 1 | |
| steps: 5000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| lr: 0.0004 | |
| ema_config: | |
| use_ema: true | |
| ema_decay: 0.99 | |
| dtype: bf16 | |
| model: | |
| name_or_path: black-forest-labs/FLUX.1-dev | |
| is_flux: true | |
| quantize: false | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 500 | |
| width: 1344 | |
| height: 768 | |
| prompts: | |
| - This is a detailed CGI rendering of a cozy, warm, and inviting library room, | |
| likely situated in a rustic log cabin. The room is illuminated by warm, amber-toned | |
| lighting from various sources, including a fireplace and wall-mounted lamps. | |
| The walls are lined with wooden bookshelves, filled with a diverse collection | |
| of books, and the floor is covered in a rich, dark wooden planks. In the foreground, | |
| there is a small wooden bar with three bar stools, equipped with a few bottles | |
| and glasses. In the center of the room, a cozy armchair is positioned near | |
| a small wooden table, adorned with a few books and a lit candle. To the right, | |
| a wooden staircase with a wrought-iron railing ascends to a lofted area, adding | |
| to the room's cozy, cabin-like feel. The background features large floor-to-ceiling | |
| windows, which offer a view of a serene night sky filled with stars, enhancing | |
| the room's peaceful atmosphere. The windows are framed by wooden shutters. | |
| Scattered around the room are various items, including a small rug, a couple | |
| of cushions, and a few scattered books, adding to the lived-in, comfortable | |
| ambiance. The overall scene exudes warmth, comfort, and a sense of peaceful | |
| solitude. | |
| - This is a digitally created, hyper-realistic image of a cozy, warmly lit indoor | |
| space with a view of an autumnal night landscape through floor-to-ceiling | |
| glass windows. The interior features a rustic, wooden aesthetic with a fireplace | |
| on the left side, adorned with a stone mantel and a cozy, crackling fire. | |
| Above the mantel, there are several framed photographs and a decorative clock. | |
| To the right of the fireplace is a built-in wooden bookshelf filled with books | |
| and decorative items, including a large, colorful poster of a cityscape. In | |
| the foreground, a wooden coffee table holds a lit white candle, a small glass | |
| of wine, and a book. A comfortable, cushioned sofa with a colorful, zigzag-patterned | |
| throw pillow is positioned in front of the table. Two wicker chairs with cushions | |
| and throws are placed in front of the glass windows, providing a serene view | |
| of a cityscape with twinkling lights and distant mountains. The room is filled | |
| with warm, golden light from the fireplace and the hanging chandelier, which | |
| has five yellow-shaded bulbs. Autumnal trees with vibrant orange and yellow | |
| leaves frame the windows, enhancing the cozy, autumnal ambiance. | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 4 | |
| sample_steps: 20 | |
| meta: | |
| name: human_training | |
| version: '1.0' | |