File size: 4,291 Bytes
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config:
name: hash_cache_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/hash_cache
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: "Two adult people sitting side-by-side on a couch in a simple room,\
\ full bodies fully visible in frame. Neutral lighting, no stylization,\
\ no dramatic poses. Both figures look forward calmly with relaxed posture,\
\ hands resting naturally. The background is minimal and uncluttered, with\
\ a plain wall, soft shadows and a low-table in front. No neon, no props\
\ \u2014 just clean, natural photographic realism."
- prompt: 'Two adults slightly slouched on a couch, clearly drunk but not cartoonish:
relaxed posture, unfocused expressions, leaning into each other casually.
Full bodies visible. The room is dim but neutral in tone, with soft warm
lighting, subtle background blur and no dramatic color effects. A few bottles
or cans on a table in front for context, but environment remains minimal
and clean.'
- prompt: "A clean black-and-white line-art drawing of two people sitting on\
\ a couch, full bodies visible, simple outlines with minimal shading. Smooth,\
\ consistent linework, no stylization like anime or comic \u2014 neutral\
\ sketchbook quality. Background lightly suggested with simple lines for\
\ the couch and wall. No color, no text, no shadows \u2014 pure structural\
\ line drawing."
- prompt: "Two human silhouettes sitting on a couch, shown as solid matte shapes\
\ with no internal details. Full bodies visible, clean side-by-side posture.\
\ The couch is a simple silhouette shape as well. Background is blank white.\
\ No shading, no texture \u2014 pure flat graphical silhouette intended\
\ only for pose and composition reference."
neg: ''
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 25
num_frames: 1
fps: 1
meta:
name: hash_cache_v1
version: '1.0'
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