Alessa_wan2.2 / config.yaml
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job: extension
config:
name: Alessa_wan2.2_low
process:
- type: sd_trainer
training_folder: /out
device: cuda:0
network:
type: lora
linear: 32
linear_alpha: 32
save:
dtype: float16
save_every: 500
max_step_saves_to_keep: 4
datasets:
- folder_path: /alessafiore_dataset
caption_ext: txt
caption_dropout_rate: 0.05
num_frames: 1
resolution:
- 1024
train:
batch_size: 1
steps: 4000
gradient_accumulation: 1
train_unet: true
train_text_encoder: false
gradient_checkpointing: true
noise_scheduler: flowmatch
timestep_type: linear
optimizer: adamw8bit
lr: 0.0001
optimizer_params:
weight_decay: 0.0001
skip_first_sample: true
dtype: bf16
switch_boundary_every: 10
cache_text_embeddings: true
model:
name_or_path: ai-toolkit/Wan2.2-T2V-A14B-Diffusers-bf16
arch: wan22_14b
quantize: false
quantize_te: false
qtype_te: qfloat8
low_vram: false
model_kwargs:
train_high_noise: false
train_low_noise: true
sample:
sampler: flowmatch
sample_every: 1000
width: 832
height: 1216
num_frames: 1
fps: 16
prompts:
- tik tok video of an ohwx woman with shoulder length hair is kneeling on floor
near a bed, She gathers her hair up slowly, She is looking at viewer with
a playful expression on her face,
neg: ''
seed: 42
walk_seed: true
guidance_scale: 3.5
sample_steps: 25
meta:
name: Alessa_wan2.2_low
version: '1.0'