| job: extension | |
| config: | |
| name: dogiap_first_lora_training | |
| process: | |
| - type: sd_trainer | |
| training_folder: output | |
| device: cuda:0 | |
| trigger_word: DoGiap | |
| network: | |
| type: lora | |
| linear: 16 | |
| linear_alpha: 16 | |
| save: | |
| dtype: float16 | |
| save_every: 200 | |
| max_step_saves_to_keep: 4 | |
| push_to_hub: false | |
| datasets: | |
| - folder_path: /home/infimum/code/flux/training_lora/img_resouce | |
| caption_ext: txt | |
| caption_dropout_rate: 0.05 | |
| shuffle_tokens: false | |
| cache_latents_to_disk: true | |
| resolution: | |
| - 512 | |
| train: | |
| batch_size: 1 | |
| steps: 2000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: true | |
| noise_scheduler: flowmatch | |
| optimizer: adamw8bit | |
| lr: 0.0001 | |
| ema_config: | |
| use_ema: true | |
| ema_decay: 0.99 | |
| dtype: bf16 | |
| model: | |
| name_or_path: black-forest-labs/FLUX.1-schnell | |
| assistant_lora_path: ostris/FLUX.1-schnell-training-adapter | |
| is_flux: true | |
| quantize: true | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 250 | |
| width: 512 | |
| height: 512 | |
| prompts: | |
| - '[{trigger_word}] holding a sign that says ''I LOVE Giap dep trai!''' | |
| - Describe a cozy modern living room featuring a minimalist design with neutral | |
| tones, a sleek sectional sofa, and a statement coffee table. The trigger word | |
| is {trigger_word} | |
| - Illustrate a modern living room with large windows allowing natural light, | |
| adorned with indoor plants, and a combination of textured fabrics. Include | |
| the trigger word {trigger_word}. | |
| - Conceptualize a living room that merges functionality and style, including | |
| built-in shelving, smart home technology, and contemporary art pieces, while | |
| emphasizing the trigger word {trigger_word} | |
| - Create a vibrant living room space with bold accent colors, a mix of vintage | |
| and modern furniture, and unique lighting fixtures. Use the trigger word {trigger_word} | |
| to enhance the description. | |
| - Visualize a modern living room that emphasizes sustainability, featuring recycled | |
| materials, eco-friendly decor, and energy-efficient appliances. Incorporate | |
| the trigger word {trigger_word} into the design. | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 3.5 | |
| sample_steps: 20 | |
| meta: | |
| name: dogiap_first_lora_training | |
| version: '1.0' | |