| job: extension | |
| config: | |
| name: everything-home-trolley | |
| process: | |
| - type: sd_trainer | |
| training_folder: /home/ankitbisht/ai-toolkit/output | |
| device: cuda:0 | |
| trigger_word: UNST | |
| network: | |
| type: lora | |
| linear: 16 | |
| linear_alpha: 16 | |
| network_kwargs: | |
| only_if_contains: | |
| - transformer.single_transformer_blocks.7.proj_out | |
| - transformer.single_transformer_blocks.12.proj_out | |
| - transformer.single_transformer_blocks.16.proj_out | |
| - transformer.single_transformer_blocks.20.proj_out | |
| save: | |
| dtype: float16 | |
| save_every: 10000 | |
| max_step_saves_to_keep: 4 | |
| datasets: | |
| - folder_path: /home/ankitbisht/ai-toolkit/dataset/5ea6c027-d9a0-447f-88b2-d7e928cab920 | |
| caption_ext: txt | |
| caption_dropout_rate: 0.05 | |
| cache_latents_to_disk: true | |
| resolution: | |
| - 512 | |
| - 768 | |
| - 1024 | |
| train: | |
| batch_size: 1 | |
| steps: 1000 | |
| lr: 0.0004 | |
| gradient_checkpointing: true | |
| optimizer: adamw8bit | |
| disable_sampling: true | |
| dtype: bf16 | |
| model: | |
| name_or_path: black-forest-labs/FLUX.1-dev | |
| is_flux: true | |
| quantize: false | |
| sample: | |
| sample_every: 10000 | |
| width: 1024 | |
| height: 1024 | |
| prompts: [] | |
| seed: 42 | |
| sample_steps: 28 | |