| job: custom_job | |
| config: | |
| name: wan_train_replicate | |
| process: | |
| - type: custom_sd_trainer | |
| training_folder: output | |
| device: cuda:0 | |
| trigger_word: SOFIAOHWX | |
| network: | |
| type: lora | |
| linear: 32 | |
| linear_alpha: 32 | |
| save: | |
| dtype: float16 | |
| save_every: 2001 | |
| 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: | |
| - 632 | |
| train: | |
| batch_size: 1 | |
| steps: 2000 | |
| gradient_accumulation_steps: 1 | |
| train_unet: true | |
| train_text_encoder: false | |
| gradient_checkpointing: false | |
| noise_scheduler: flowmatch | |
| timestep_type: sigmoid | |
| optimizer: adamw8bit | |
| optimizer_params: | |
| weight_decay: 0.0001 | |
| lr: 0.0001 | |
| ema_config: | |
| use_ema: true | |
| ema_decay: 0.99 | |
| dtype: bf16 | |
| model: | |
| name_or_path: Wan-AI/Wan2.1-T2V-14B-Diffusers | |
| quantize: false | |
| arch: wan21 | |
| sample: | |
| sampler: flowmatch | |
| sample_every: 2001 | |
| width: 832 | |
| height: 480 | |
| num_frames: 33 | |
| fps: 16 | |
| prompts: [] | |
| neg: '' | |
| seed: 42 | |
| walk_seed: true | |
| guidance_scale: 5 | |
| sample_steps: 30 | |
| meta: | |
| name: wan_train_replicate | |
| version: '1.0' | |