| | |
| |
|
| | |
| | model: |
| | name_or_path: "Tongyi-MAI/Z-Image" |
| | |
| | |
| | lora: |
| | prefix: "diffusion_model." |
| | rank: 32 |
| | alpha: 32 |
| | target_modules: |
| | - "to_q" |
| | - "to_k" |
| | - "to_v" |
| | - "to_out.0" |
| | - "feed_forward.w1" |
| | - "feed_forward.w2" |
| | - "feed_forward.w3" |
| | - "adaLN_modulation.0" |
| |
|
| | |
| | dataset: |
| | path: "[dataset_location]/[person_to_train]" |
| | trigger: "[instance_token] [class_token]" |
| | default_caption: "photo of a [class_token]" |
| | repeats: 1 |
| | resolution: 512 |
| | center_crop: true |
| | random_flip: false |
| | num_workers: 0 |
| |
|
| | |
| | train: |
| | batch_size: 1 |
| | gradient_accumulation_steps: 1 |
| | num_epochs: 100 |
| | optimizer: "adamw8bit" |
| | learning_rate: 1e-4 |
| | adam_beta1: 0.9 |
| | adam_beta2: 0.999 |
| | adam_epsilon: 1e-8 |
| | weight_decay: 0.01 |
| | weight_decay_exclude_lora: true |
| | timestep_weighting: "none" |
| | do_differential_guidance: true |
| | differential_guidance_scale: 3.0 |
| | unconditional_prompt: "" |
| | dynamic_noise_offset: true |
| | noise_multiplier: 1.0 |
| | random_noise_multiplier: 0.0 |
| | random_noise_shift: 0.0 |
| | latent_multiplier: 1.0 |
| | noisy_latent_multiplier: 1.0 |
| | max_grad_norm: 1.0 |
| | save_every: 500 |
| |
|
| | |
| | output: |
| | path: "./output/[person_to_train]" |
| |
|
| | |
| | logging: |
| | level: "INFO" |
| |
|
| | |
| | dtype: "bfloat16" |
| | mixed_precision: "bf16" |
| | seed: 42 |
| |
|
