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job: extension
config:
name: specific_layers 7 layers with batch size 1 and steps 500
process:
- type: sd_trainer
training_folder: /workspace/output
device: cuda
network:
type: lora
linear: 64
linear_alpha: 16
network_kwargs:
only_if_contains:
- transformer.single_transformer_blocks.7.proj_out
save:
dtype: float16
save_every: 100
max_step_saves_to_keep: 4
datasets:
- folder_path: /workspace/prod1
caption_ext: txt
caption_dropout_rate: 0.0
shuffle_tokens: false
cache_latents_to_disk: false
resolution:
- 512
- 768
- 1024
train:
batch_size: 1
steps: 500
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
content_or_style: balanced
gradient_checkpointing: true
noise_scheduler: flowmatch
optimizer: adamw8bit
lr: 5.0e-05
ema_config:
use_ema: false
ema_decay: 0.99
dtype: bf16
model:
name_or_path: black-forest-labs/FLUX.1-dev
is_flux: true
quantize: false
sample:
sampler: flowmatch
sample_every: 250
width: 1024
height: 1024
prompts:
- A candid full body shot of a young woman wearing CCVG jeans, a pink crop top,
black pumps, and various accessories, standing on an urban street corner.
She's posing confidently with one hand on her hip, surrounded by beige concrete
buildings, traffic signs, and glimpses of a red car and trees. The scene is
bathed in soft, diffused lighting, creating a street-style aesthetic. The
woman is wearing CCVG jeans, a full-length denim pant in a dark blue wash
with a high-waisted design. The jeans feature a wide, flared leg silhouette
from the knee down and a prominent graphic design on the outer side of the
left leg displaying "BABY GIRL" in bold, graffiti-style lettering in shades
of pink and purple with black outlines. The jeans have traditional five-pocket
styling with visible contrasting stitching. She pairs this with a shade of
pink and purple crop top featuring a V neckline, noodle straps, and a hint
of lace at the neckline. On her feet, she wears pointed-toe black pumps. Accessories
include a denim baseball cap, a fandango-colored Baguette Bag, a layered star
necklace in silver, star earrings in silver, a chunky silver bracelet, and
a silver waist chain adorning the jeans. Showcasing a Y2K aesthetic , the
woman stands straight, with her head tilted slightly, facing the camera with
a neutral expression and slightly parted lips, gazing directly at the viewer.
The soft, diffused lighting creates a gentle ambiance, highlighting the contrast
between the subject's confident pose and the gritty urban backdrop, emphasizing
a street-style vibe that exudes urban confidence.
neg: ''
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 20
meta:
name: specific_layers 7 layers with batch size 1 and steps 500
version: '1.0'
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