| job: extension |
| config: |
| name: leaf_LoRA_FLUX_V100 |
| process: |
| - type: sd_trainer |
| training_folder: output |
| device: cuda:0 |
| trigger_word: <leaf microstructure> |
| network: |
| type: lora |
| linear: 16 |
| linear_alpha: 16 |
| save: |
| dtype: bfloat16 |
| save_every: 250 |
| max_step_saves_to_keep: 4 |
| push_to_hub: false |
| hf_repo_id: lamm-mit/leaf_LoRA_FLUX_V100 |
| hf_private: true |
| datasets: |
| - folder_path: leaf_LoRA_FLUX_V100_data-images |
| 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: 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-dev |
| is_flux: true |
| quantize: true |
| sample: |
| sampler: flowmatch |
| sample_every: 250 |
| width: 1024 |
| height: 1024 |
| prompts: |
| - '[trigger] holding a sign that says ''Materiomics''' |
| - a [trigger] in the shape of a cube |
| - a spider that looks like a [trigger], with a web and prey |
| neg: '' |
| seed: 42 |
| walk_seed: true |
| guidance_scale: 4 |
| sample_steps: 20 |
| meta: |
| name: leaf_LoRA_FLUX_V100 |
| version: '1.0' |
|
|
