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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: Zara
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: true
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: true
sample:
sampler: flowmatch
sample_every: 100
width: 1024
height: 1024
prompts:
- 'A modern Zara store exterior located in a bustling urban street, showcasing
large glass windows and sleek minimalist architecture. The store''s illuminated
signage glows prominently, reflecting off the polished surfaces. A blend of
warm sunlight and artificial lights creates a sophisticated and inviting ambiance.
Shoppers are seen entering and exiting, dressed in trendy outfits. The surrounding
area features cobblestone walkways, streetlights, and a few potted plants,
emphasizing the store''s upscale aesthetic: in the style of Zara Store.'
- 'A spacious and stylish Zara store interior focused on the men''s clothing
section. The space is defined by clean, neutral tones, including white walls,
polished gray floors, and metallic clothing racks arranged neatly. Spotlights
emphasize a variety of elegant blazers, tailored trousers, and casual wear.
Mannequins are positioned strategically, dressed in contemporary fashion.
A minimalist seating area with modern chairs and a small table is visible
in the background: in the style of Zara Store.'
- 'The interior of a vibrant Zara store showcasing the women''s clothing section.
Rows of trendy garments hang from sleek racks, organized by color and style.
Bright lighting highlights the luxurious feel of the space, with large mirrors
and a polished marble floor adding a touch of sophistication. Shoppers are
browsing the latest collections, while accessories like handbags and shoes
are displayed on chic pedestals. A fitting room area with neutral curtains
is subtly visible in the background: in the style of Zara Store.'
- "A nighttime view of a Zara store entrance glowing with soft, warm lights\
\ from within. The large glass fa\xE7ade reveals glimpses of neatly arranged\
\ clothing racks and mannequins dressed in elegant seasonal outfits. The street\
\ in front is lively with pedestrians and features clean, modern urban design\
\ elements. The store\u2019s name is prominently displayed in sleek lettering,\
\ creating an inviting and stylish atmosphere for late-night shoppers: in\
\ the style of Zara Store."
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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