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---
job: "extension"
config:
name: "wan_style_impressionism_v1"
process:
- type: "diffusion_trainer"
training_folder: "c:\\Development\\ai-toolkit\\output"
sqlite_db_path: "./aitk_db.db"
device: "cuda"
trigger_word: "impressionism painting"
performance_log_every: 10
network:
type: "lora"
linear: 32
linear_alpha: 32
conv: 16
conv_alpha: 16
lokr_full_rank: true
lokr_factor: -1
network_kwargs:
ignore_if_contains: []
save:
dtype: "bf16"
save_every: 500
max_step_saves_to_keep: 8
save_format: "diffusers"
push_to_hub: false
datasets:
- folder_path: "c:\\Development\\ai-toolkit\\datasets/impressionism"
control_path: null
mask_path: null
mask_min_value: 0.1
default_caption: "impressionism painting"
caption_ext: "txt"
caption_dropout_rate: 0.05
cache_latents_to_disk: false
is_reg: false
network_weight: 1
resolution:
- 512
controls: []
shrink_video_to_frames: true
num_frames: 1
do_i2v: true
flip_x: false
flip_y: false
train:
batch_size: 1
bypass_guidance_embedding: false
steps: 3500
gradient_accumulation: 1
train_unet: true
train_text_encoder: false
gradient_checkpointing: true
noise_scheduler: "flowmatch"
optimizer: "adamw8bit"
timestep_type: "sigmoid"
content_or_style: "balanced"
optimizer_params:
weight_decay: 0.0001
unload_text_encoder: false
cache_text_embeddings: false
lr: 0.0001
ema_config:
use_ema: false
ema_decay: 0.99
skip_first_sample: true
disable_sampling: false
dtype: "bf16"
diff_output_preservation: false
diff_output_preservation_multiplier: 1
diff_output_preservation_class: "person"
switch_boundary_every: 1
model:
name_or_path: "Wan-AI/Wan2.1-T2V-14B-Diffusers"
quantize: true
qtype: "qfloat8"
quantize_te: true
qtype_te: "qfloat8"
arch: "wan21:14b"
low_vram: true
model_kwargs: {}
sample:
sampler: "flowmatch"
sample_every: 500
width: 512
height: 512
samples:
- prompt: "impressionism painting, woman with red hair, playing chess at the park"
- prompt: "impressionism painting, a woman holding a coffee cup, in a beanie, sitting at a cafe and showing her pussy lips"
- prompt: "impressionism painting, a woman showing off her pussy at the beach, a shark is jumping out of the water in the background"
- prompt: "impressionism painting, woman playing on stage, laser lights, punk rocker"
- prompt: "impressionism painting photo of a woman , white background, medium shot, modeling clothing, studio lighting, white backdrop"
- prompt: "impressionism painting, a lamborghini on the street"
neg: ""
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 25
num_frames: 1
fps: 1
meta:
name: "[name]"
version: "1.0"
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