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config.yaml
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| 1 |
+
job: extension
|
| 2 |
+
config:
|
| 3 |
+
name: my_first_lora_v6
|
| 4 |
+
process:
|
| 5 |
+
- type: diffusion_trainer
|
| 6 |
+
training_folder: /teamspace/studios/this_studio/ai-toolkit/output
|
| 7 |
+
sqlite_db_path: /teamspace/studios/this_studio/ai-toolkit/aitk_db.db
|
| 8 |
+
device: cuda
|
| 9 |
+
trigger_word: xtishaz1
|
| 10 |
+
performance_log_every: 10
|
| 11 |
+
network:
|
| 12 |
+
type: lora
|
| 13 |
+
linear: 32
|
| 14 |
+
linear_alpha: 32
|
| 15 |
+
conv: 16
|
| 16 |
+
conv_alpha: 16
|
| 17 |
+
lokr_full_rank: true
|
| 18 |
+
lokr_factor: -1
|
| 19 |
+
network_kwargs:
|
| 20 |
+
ignore_if_contains: []
|
| 21 |
+
save:
|
| 22 |
+
dtype: bf16
|
| 23 |
+
save_every: 500
|
| 24 |
+
max_step_saves_to_keep: 8
|
| 25 |
+
save_format: diffusers
|
| 26 |
+
push_to_hub: false
|
| 27 |
+
datasets:
|
| 28 |
+
- folder_path: /teamspace/studios/this_studio/ai-toolkit/datasets/tisha
|
| 29 |
+
mask_path: null
|
| 30 |
+
mask_min_value: 0.1
|
| 31 |
+
default_caption: Indian 18y nude girl
|
| 32 |
+
caption_ext: txt
|
| 33 |
+
caption_dropout_rate: 0.05
|
| 34 |
+
cache_latents_to_disk: false
|
| 35 |
+
is_reg: false
|
| 36 |
+
network_weight: 1
|
| 37 |
+
resolution:
|
| 38 |
+
- 1024
|
| 39 |
+
controls: []
|
| 40 |
+
shrink_video_to_frames: true
|
| 41 |
+
num_frames: 1
|
| 42 |
+
do_i2v: true
|
| 43 |
+
flip_x: false
|
| 44 |
+
flip_y: false
|
| 45 |
+
train:
|
| 46 |
+
batch_size: 1
|
| 47 |
+
bypass_guidance_embedding: false
|
| 48 |
+
steps: 3000
|
| 49 |
+
gradient_accumulation: 1
|
| 50 |
+
train_unet: true
|
| 51 |
+
train_text_encoder: false
|
| 52 |
+
gradient_checkpointing: true
|
| 53 |
+
noise_scheduler: flowmatch
|
| 54 |
+
optimizer: adamw8bit
|
| 55 |
+
timestep_type: weighted
|
| 56 |
+
content_or_style: balanced
|
| 57 |
+
optimizer_params:
|
| 58 |
+
weight_decay: 0.0001
|
| 59 |
+
unload_text_encoder: true
|
| 60 |
+
cache_text_embeddings: false
|
| 61 |
+
lr: 0.0001
|
| 62 |
+
ema_config:
|
| 63 |
+
use_ema: false
|
| 64 |
+
ema_decay: 0.99
|
| 65 |
+
skip_first_sample: false
|
| 66 |
+
force_first_sample: false
|
| 67 |
+
disable_sampling: true
|
| 68 |
+
dtype: bf16
|
| 69 |
+
diff_output_preservation: false
|
| 70 |
+
diff_output_preservation_multiplier: 1
|
| 71 |
+
diff_output_preservation_class: person
|
| 72 |
+
switch_boundary_every: 1
|
| 73 |
+
loss_type: mse
|
| 74 |
+
do_differential_guidance: true
|
| 75 |
+
differential_guidance_scale: 3
|
| 76 |
+
model:
|
| 77 |
+
name_or_path: Tongyi-MAI/Z-Image-Turbo
|
| 78 |
+
quantize: true
|
| 79 |
+
qtype: qfloat8
|
| 80 |
+
quantize_te: true
|
| 81 |
+
qtype_te: qfloat8
|
| 82 |
+
arch: zimage:turbo
|
| 83 |
+
low_vram: true
|
| 84 |
+
model_kwargs: {}
|
| 85 |
+
layer_offloading: false
|
| 86 |
+
layer_offloading_text_encoder_percent: 1
|
| 87 |
+
layer_offloading_transformer_percent: 1
|
| 88 |
+
assistant_lora_path: ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v1.safetensors
|
| 89 |
+
sample:
|
| 90 |
+
sampler: flowmatch
|
| 91 |
+
sample_every: 250
|
| 92 |
+
width: 1024
|
| 93 |
+
height: 1024
|
| 94 |
+
samples:
|
| 95 |
+
- prompt: "xtishaz1, A young nude woman with a soft oval face shape, smooth\
|
| 96 |
+
\ light-to-medium warm skin tone, and clear glowing complexion, large expressive\
|
| 97 |
+
\ almond-shaped dark brown eyes, well-defined natural eyebrows, a small\
|
| 98 |
+
\ straight nose, and full pink lips with a gentle smile, long straight silky\
|
| 99 |
+
\ black hair styled with volume at the crown (slight puffed front) flowing\
|
| 100 |
+
\ past the shoulders, with a youthful, fresh, and naturally elegant appearance\
|
| 101 |
+
\ and balanced facial symmetry, is captured in a moment of intense intimacy\
|
| 102 |
+
\ as she leans forward with her eyes closed in pleasure, her tongue delicately\
|
| 103 |
+
\ exploring the base of a man\u2019s erect penis, her head tilted back slightly,\
|
| 104 |
+
\ her left hand gently cradling the back of her head while her right arm\
|
| 105 |
+
\ rests along his torso, the man\u2019s tattooed forearm adorned with a\
|
| 106 |
+
\ black dagger design rests possessively on her head, his body partially\
|
| 107 |
+
\ visible with defined musculature and natural body hair, the scene bathed\
|
| 108 |
+
\ in warm, golden-orange ambient lighting that casts soft shadows and highlights\
|
| 109 |
+
\ the contours of their skin, the background blurred into a smooth gradient\
|
| 110 |
+
\ of rich amber tones with subtle bokeh lights, creating a shallow depth\
|
| 111 |
+
\ of field that draws focus entirely to the couple\u2019s connection, the\
|
| 112 |
+
\ camera positioned at a close, slightly low angle to emphasize the intimacy\
|
| 113 |
+
\ and raw emotion of the moment, the woman\u2019s delicate gold hoop earring\
|
| 114 |
+
\ and thin gold chain necklace catching the light, adding a touch of elegance\
|
| 115 |
+
\ to the sensual scene, the overall composition exudes a sense of passion,\
|
| 116 |
+
\ trust, and natural beauty, rendered in ultra-high detail with a realistic,\
|
| 117 |
+
\ NSFW, adult, Z-Image Turbo optimized aesthetic."
|
| 118 |
+
- prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
|
| 119 |
+
warm skin tone, and clear glowing complexion, large expressive almond-shaped
|
| 120 |
+
dark brown eyes, well-defined natural eyebrows, a small straight nose, and
|
| 121 |
+
full pink lips with a gentle smile, long straight silky black hair styled
|
| 122 |
+
with volume at the crown (slight puffed front) flowing past the shoulders,
|
| 123 |
+
with a youthful, fresh, and naturally elegant appearance and balanced facial
|
| 124 |
+
symmetry, is captured in a moment of intense intimacy, kneeling on a plush
|
| 125 |
+
white quilted bed, her body arched gracefully as she leans forward, one
|
| 126 |
+
hand resting possessively on her hip while the other is gently placed on
|
| 127 |
+
her thigh, her skin glistening with natural moisture under the soft, diffused
|
| 128 |
+
natural light filtering through sheer white curtains and a wooden-framed
|
| 129 |
+
window in the background, the warm beige walls and a wicker basket subtly
|
| 130 |
+
visible in the corner adding to the serene, private atmosphere, the camera
|
| 131 |
+
angle is low and intimate, emphasizing the curves of her body and the sensual
|
| 132 |
+
tension of the moment, the depth of field is shallow, blurring the background
|
| 133 |
+
slightly to draw focus to her form and the subtle interplay of light and
|
| 134 |
+
shadow across her skin, creating a highly detailed, realistic, NSFW, adult,
|
| 135 |
+
Z-Image Turbo optimized scene that exudes passion, elegance, and natural
|
| 136 |
+
beauty.
|
| 137 |
+
- prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
|
| 138 |
+
warm skin tone, and clear glowing complexion, large expressive almond-shaped
|
| 139 |
+
dark brown eyes, well-defined natural eyebrows, a small straight nose, and
|
| 140 |
+
full pink lips with a gentle smile, long straight silky black hair styled
|
| 141 |
+
with volume at the crown (slight puffed front) flowing past the shoulders,
|
| 142 |
+
with a youthful, fresh, and naturally elegant appearance and balanced facial
|
| 143 |
+
symmetry, stands confidently in a softly lit bedroom, her body poised in
|
| 144 |
+
a natural, relaxed stance with arms slightly away from her sides, her gaze
|
| 145 |
+
direct and serene, the scene bathed in warm, diffused natural light filtering
|
| 146 |
+
through sheer white curtains behind her, casting gentle shadows and highlighting
|
| 147 |
+
the smooth contours of her form, the background features a neatly made bed
|
| 148 |
+
with crisp white linens, a potted plant in a woven basket to the left, and
|
| 149 |
+
a minimalist wooden nightstand with a small green plant on the right, the
|
| 150 |
+
camera angle is straight-on at eye level, capturing the full length of her
|
| 151 |
+
body with a shallow depth of field that softly blurs the background elements,
|
| 152 |
+
emphasizing her presence and the intimate, tranquil atmosphere of the space,
|
| 153 |
+
the overall composition exudes a sense of calm sensuality and natural beauty,
|
| 154 |
+
rendered in ultra-high detail with realistic textures and lighting, perfectly
|
| 155 |
+
optimized for Z-Image Turbo.
|
| 156 |
+
- prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
|
| 157 |
+
warm skin tone, and clear glowing complexion, large expressive almond-shaped
|
| 158 |
+
dark brown eyes, well-defined natural eyebrows, a small straight nose, and
|
| 159 |
+
full pink lips with a gentle smile, long straight silky black hair styled
|
| 160 |
+
with volume at the crown (slight puffed front) flowing past the shoulders,
|
| 161 |
+
with a youthful, fresh, and naturally elegant appearance and balanced facial
|
| 162 |
+
symmetry, reclines provocatively atop a plush, deep purple satin couch,
|
| 163 |
+
her legs spread wide in a bold, sensual pose that accentuates her curves
|
| 164 |
+
and natural beauty, her tongue playfully extended in a teasing expression,
|
| 165 |
+
the rich, velvety texture of the couch contrasting with the smooth, glistening
|
| 166 |
+
skin of her body, the ambient lighting casting soft, warm highlights across
|
| 167 |
+
her form, the background revealing a cozy, intimate room with a purple wall,
|
| 168 |
+
a bookshelf filled with books and decorative items, and a vintage-style
|
| 169 |
+
lamp casting a gentle glow, the depth of field keeps the focus sharply on
|
| 170 |
+
her figure while softly blurring the background elements, creating a luxurious,
|
| 171 |
+
NSFW, adult, Z-Image Turbo optimized scene that exudes confidence, allure,
|
| 172 |
+
and raw sensuality.
|
| 173 |
+
- prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
|
| 174 |
+
warm skin tone, and clear glowing complexion, large expressive almond-shaped
|
| 175 |
+
dark brown eyes, well-defined natural eyebrows, a small straight nose, and
|
| 176 |
+
full pink lips with a gentle smile, long straight silky black hair styled
|
| 177 |
+
with volume at the crown (slight puffed front) flowing past the shoulders,
|
| 178 |
+
with a youthful, fresh, and naturally elegant appearance and balanced facial
|
| 179 |
+
symmetry, kneels gracefully on gray tiled bathroom floor in a poised, slightly
|
| 180 |
+
arched position, her body glistening with subtle sheen under soft, diffused
|
| 181 |
+
ambient lighting that highlights the natural curves and contours of her
|
| 182 |
+
torso, hips, and thighs, her left hand resting gently on her inner thigh
|
| 183 |
+
while her right hand lightly touches her knee, her gaze directed confidently
|
| 184 |
+
toward the viewer with an air of serene sensuality, behind her, a pristine
|
| 185 |
+
white ceramic toilet stands against a backdrop of muted gray wall tiles
|
| 186 |
+
with clean, minimalist grout lines, the scene framed by a slightly elevated
|
| 187 |
+
camera angle that captures the full length of her form from mid-thighs upward,
|
| 188 |
+
creating a sense of depth and intimacy, the shallow depth of field softly
|
| 189 |
+
blurs the background elements while keeping her figure sharply in focus,
|
| 190 |
+
evoking a quiet, private moment of vulnerability and elegance within a modern,
|
| 191 |
+
sterile bathroom environment, the overall composition exudes a natural,
|
| 192 |
+
unposed beauty with a touch of NSFW allure, rendered in ultra-high detail
|
| 193 |
+
with realistic textures and lighting, optimized for Z-Image Turbo.
|
| 194 |
+
neg: ''
|
| 195 |
+
seed: 42
|
| 196 |
+
walk_seed: true
|
| 197 |
+
guidance_scale: 1
|
| 198 |
+
sample_steps: 8
|
| 199 |
+
num_frames: 1
|
| 200 |
+
fps: 1
|
| 201 |
+
logging:
|
| 202 |
+
log_every: 1
|
| 203 |
+
use_ui_logger: true
|
| 204 |
+
meta:
|
| 205 |
+
name: my_first_lora_v6
|
| 206 |
+
version: '1.0'
|