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job: extension
config:
name: furniture_lora_flux
process:
- type: sd_trainer
training_folder: output
device: cuda:0
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 500
max_step_saves_to_keep: 4
push_to_hub: true
datasets:
- folder_path: /workspace/furniture/FHGD/imgs
caption_ext: txt
caption_dropout_rate: 0.05
shuffle_tokens: false
cache_latents_to_disk: true
resolution:
- 512
- 768
- 1024
train:
batch_size: 1
steps: 10000
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
gradient_checkpointing: true
noise_scheduler: flowmatch
optimizer: adamw8bit
lr: 0.0001
ema_config:
use_ema: true
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: 1344
height: 768
prompts:
- "A serene, modern caf\xE9 overlooking a rocky coastline, set against a backdrop\
\ of rain gently falling over the ocean. The caf\xE9 features large glass\
\ windows, allowing a clear view of the cozy interior where shelves of bottles\
\ and warm lighting create a welcoming atmosphere. Outside, there is a stylish\
\ seating area with plush, gray outdoor furniture arranged on a wooden deck,\
\ offering a perfect spot to relax and enjoy the soothing sounds of the rain\
\ and the waves crashing against the shore. The entire scene is tranquil and\
\ inviting, ideal for unwinding in a peaceful environment, detailed, good\
\ depth, best quality"
neg: ''
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 20
meta:
name: furniture_lora_flux
version: '1.0'
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