| job: custom_job | |
| config: | |
| name: flux_train_replicate | |
| process: | |
| - type: custom_sd_trainer | |
| training_folder: output | |
| device: cuda:0 | |
| trigger_word: man | |
| network: | |
| type: lora | |
| linear: 64 | |
| linear_alpha: 64 | |
| save: | |
| dtype: float16 | |
| save_every: 1001 | |
| 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: true | |
| cache_latents: true | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 1 | |
| steps: 1000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| content_or_style: balanced | |
| gradient_checkpointing: false | |
| 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: false | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 1001 | |
| width: 1024 | |
| height: 1024 | |
| prompts: | |
| - in the image, a smiling man is wearing a suit, and is sitting on a bench facing | |
| the camera | |
| - a kind man is wearing a blazer, in front of a pond | |
| - a man is wearing a suit, standing in a field of flowers | |
| - a thoughtful man is walking down a street candid | |
| - a kind man is wearing a turtleneck, sitting on a chair, kind eyes, smiling, | |
| relaxed, in a large open room, alone | |
| - "a man in cozy caf\xE9, wearing sweater, warm lighting, engaged expression,\ | |
| \ full body" | |
| - a man standing in a blue suit in a presidential suite, warm lighting, engaged | |
| expression, slight grin, full body | |
| - a man in kitchen, wearing apron, long sleeves, focused expression, bright | |
| lighting, camera captures from chest up | |
| - a man in a high arm chair looking at the camera. He has a friendly smile, | |
| and there is a bokeh background | |
| - a man in a high arm chair, looking at camera with a friendly grin. The photo | |
| is from the torso up, with a bokeh background | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 3.5 | |
| sample_steps: 28 | |
| meta: | |
| name: flux_train_replicate | |
| version: '1.0' | |