|
job: extension
|
|
config:
|
|
name: replace
|
|
process:
|
|
- type: sd_trainer
|
|
training_folder: output
|
|
device: cuda:0
|
|
network:
|
|
type: lora
|
|
linear: 16
|
|
linear_alpha: 16
|
|
save:
|
|
dtype: float16
|
|
max_step_saves_to_keep: 4
|
|
push_to_hub: false
|
|
datasets:
|
|
- folder_path: /content/ai-toolkit/temp/replace
|
|
caption_ext: txt
|
|
caption_dropout_rate: 0.05
|
|
shuffle_tokens: false
|
|
cache_latents_to_disk: false
|
|
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: 0.0004
|
|
ema_config:
|
|
use_ema: true
|
|
ema_decay: 0.99
|
|
dtype: bf16
|
|
skip_first_sample: true
|
|
disable_sampling: true
|
|
model:
|
|
name_or_path: /content/model
|
|
is_flux: true
|
|
trigger_word: replace
|
|
meta:
|
|
name: '[name]'
|
|
version: '1.0' |