| job: custom_job | |
| config: | |
| name: flux_train_replicate | |
| process: | |
| - type: custom_sd_trainer | |
| training_folder: output | |
| device: cuda:0 | |
| trigger_word: hsr_lora | |
| network: | |
| type: lora | |
| linear: 32 | |
| linear_alpha: 32 | |
| save: | |
| dtype: float16 | |
| save_every: 200 | |
| 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: 4 | |
| steps: 2000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| content_or_style: balanced | |
| 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: FLUX.1-dev | |
| is_flux: true | |
| quantize: true | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 100 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - This is a digital anime-style drawing featuring the character topaz. Topaz | |
| has a slender build, fair skin, and striking blue eyes. She has short, white | |
| hair with a bold red streak on the left side, and a small, silver hairpin | |
| on the right side. Her outfit is a mix of futuristic and fantasy elements, | |
| featuring a red and white military-inspired jacket with gold accents, black | |
| gloves, and a white, high-collared shirt underneath. The jacket is open at | |
| the chest, revealing a hint of cleavage. Topaz is posing with her right hand | |
| on her chin, and her left hand resting on her head, giving a confident and | |
| slightly playful expression. The background is plain white, emphasizing the | |
| character. There are color swatches on the left side of the image, indicating | |
| the character's color palette. | |
| - This is a digital anime-style drawing featuring Ruan Mei, a young woman with | |
| long, flowing black hair and striking green eyes. She has a fair skin tone | |
| and a petite, curvy figure with large breasts. Ruan Mei is dressed in an elaborate | |
| fantasy outfit, primarily teal and brown with intricate gold accents, featuring | |
| a high collar, puffed sleeves, and a flowing cape. Her attire includes a decorative | |
| white necklace and a small, pink flower on her right side. The background | |
| is plain white, keeping the focus on Ruan Mei's detailed and elegant appearance. | |
| - digital anime-style illustration draped in a (shawl),dressed in blue dress,short | |
| sleeves,shiny texture,watch,ring,standing upright,hand in hair,slight twist,close-up | |
| shot,eye-level angle,natural lighting,fashion photography,violet smirking | |
| honey brown Watercolor art | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 3.5 | |
| sample_steps: 28 | |
| meta: | |
| name: flux_train_replicate | |
| version: '1.0' | |