File size: 3,789 Bytes
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config:
name: strawbyte_v1
process:
- type: diffusion_trainer
training_folder: /app/ai-toolkit/output
sqlite_db_path: /app/ai-toolkit/aitk_db.db
device: cuda
trigger_word: null
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: 250
max_step_saves_to_keep: 4
save_format: diffusers
push_to_hub: false
datasets:
- folder_path: /app/ai-toolkit/datasets/strawbyte
mask_path: null
mask_min_value: 0.1
default_caption: ''
caption_ext: txt
caption_dropout_rate: 0.05
cache_latents_to_disk: false
is_reg: false
network_weight: 1
resolution:
- 512
- 768
- 1024
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: 3000
gradient_accumulation: 1
train_unet: true
train_text_encoder: false
gradient_checkpointing: true
noise_scheduler: flowmatch
optimizer: adamw8bit
timestep_type: weighted
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: false
force_first_sample: false
disable_sampling: false
dtype: bf16
diff_output_preservation: false
diff_output_preservation_multiplier: 1
diff_output_preservation_class: person
switch_boundary_every: 1
loss_type: mse
model:
name_or_path: Qwen/Qwen-Image
quantize: true
qtype: qfloat8
quantize_te: true
qtype_te: qfloat8
arch: qwen_image
low_vram: true
model_kwargs: {}
layer_offloading: false
layer_offloading_text_encoder_percent: 1
layer_offloading_transformer_percent: 1
sample:
sampler: flowmatch
sample_every: 250
width: 1024
height: 1024
samples:
- prompt: ultra-realistic portrait of a young white male with short silver hair,
pale skin, light stubble, and calm expression, wearing a dark modern shirt
in a neutral soft-lit studio, clean background, natural shadows, very clear
facial details, no props, no accessories, centered composition
- prompt: realistic image of a young white male with short silver hair and pale
skin passed out in a simple living room, slumped sideways on a couch, head
drooped, one arm hanging down, dim warm lighting, empty drink cans on the
floor, messy table nearby, soft shadows, cinematic realism
- prompt: clean black-and-white line-art drawing of a young white male with
short silver hair, medium shot from the waist up, minimalistic sketch style,
plain white background, clean outlines, no shading, no color, consistent
proportions, manga-influenced but realistic structure
- prompt: full-body shot of a young white male with short silver hair standing
in a minimal futuristic room, relaxed posture with arms at his sides, soft
diffused lighting, clean bright background, simple clothing, no props, high
clarity, neutral expression, realistic modern photography
neg: ''
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 25
num_frames: 1
fps: 1
meta:
name: strawbyte_v1
version: '1.0'
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