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job: custom_job
config:
name: flux_train_replicate
process:
- type: custom_sd_trainer
training_folder: output
device: cuda:0
trigger_word: WSTF
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 100
max_step_saves_to_keep: 1
datasets:
- folder_path: input_images
caption_ext: txt
caption_dropout_rate: 0.05
shuffle_tokens: false
cache_latents_to_disk: false
cache_latents: true
resolution:
- 512
- 768
- 1024
train:
batch_size: 1
steps: 1000
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
content_or_style: balanced
gradient_checkpointing: false
noise_scheduler: flowmatch
optimizer: adamw8bit
lr: 0.0004
ema_config:
use_ema: true
ema_decay: 0.99
dtype: bf16
model:
name_or_path: FLUX.1-dev
is_flux: true
quantize: false
sample:
sampler: flowmatch
sample_every: 100
width: 1024
height: 1024
prompts:
- A bustling indoor scene at a mall, featuring vibrant shops with modern storefronts,
fashionable shoppers carrying branded bags, and sleek architectural details
like glass railings and polished floors. Bright lighting from skylights and
ceiling fixtures creates a lively and energetic atmosphere, capturing the
essence of a busy shopping day, WSTF style.
- An elegant cafe inside a mall, with modern seating arrangements, cozy lighting,
and patrons enjoying artisanal coffee and desserts. The background shows stylish
decor, a touch of greenery, and the buzz of mall activity, blending sophistication
with a casual vibe, WSTF style.
- A wide-angle shot of the central atrium in a Mall, showcasing its expansive
space with large decorative elements, a water fountain, and escalators leading
to various levels. People of all ages are walking, shopping, and relaxing,
immersed in the vibrant and luxurious mall experience, WSTF style.
- A winter-themed promotional event at a mall, featuring a beautifully decorated
area with fairy lights, a Christmas tree, and festive displays. Shoppers in
coats and scarves enjoy the cheerful atmosphere, and a Santa Claus figure
is interacting with children near a pop-up photo booth, WSTF style.
neg: ''
seed: 42
walk_seed: true
guidance_scale: 3.5
sample_steps: 28
meta:
name: flux_train_replicate
version: '1.0'
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