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job: extension
config:
name: cozy_house
process:
- type: sd_trainer
training_folder: output
device: cuda:0
network:
type: lora
linear: 32
linear_alpha: 32
save:
dtype: float16
save_every: 1000
max_step_saves_to_keep: 5
push_to_hub: true
hf_repo_id: linhqyy/cozy-house
hf_private: false
datasets:
- folder_path: /workspace/cozy_house
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: 5000
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
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: black-forest-labs/FLUX.1-dev
is_flux: true
quantize: false
sample:
sampler: flowmatch
sample_every: 500
width: 1344
height: 768
prompts:
- This is a detailed CGI rendering of a cozy, warm, and inviting library room,
likely situated in a rustic log cabin. The room is illuminated by warm, amber-toned
lighting from various sources, including a fireplace and wall-mounted lamps.
The walls are lined with wooden bookshelves, filled with a diverse collection
of books, and the floor is covered in a rich, dark wooden planks. In the foreground,
there is a small wooden bar with three bar stools, equipped with a few bottles
and glasses. In the center of the room, a cozy armchair is positioned near
a small wooden table, adorned with a few books and a lit candle. To the right,
a wooden staircase with a wrought-iron railing ascends to a lofted area, adding
to the room's cozy, cabin-like feel. The background features large floor-to-ceiling
windows, which offer a view of a serene night sky filled with stars, enhancing
the room's peaceful atmosphere. The windows are framed by wooden shutters.
Scattered around the room are various items, including a small rug, a couple
of cushions, and a few scattered books, adding to the lived-in, comfortable
ambiance. The overall scene exudes warmth, comfort, and a sense of peaceful
solitude.
- This is a digitally created, hyper-realistic image of a cozy, warmly lit indoor
space with a view of an autumnal night landscape through floor-to-ceiling
glass windows. The interior features a rustic, wooden aesthetic with a fireplace
on the left side, adorned with a stone mantel and a cozy, crackling fire.
Above the mantel, there are several framed photographs and a decorative clock.
To the right of the fireplace is a built-in wooden bookshelf filled with books
and decorative items, including a large, colorful poster of a cityscape. In
the foreground, a wooden coffee table holds a lit white candle, a small glass
of wine, and a book. A comfortable, cushioned sofa with a colorful, zigzag-patterned
throw pillow is positioned in front of the table. Two wicker chairs with cushions
and throws are placed in front of the glass windows, providing a serene view
of a cityscape with twinkling lights and distant mountains. The room is filled
with warm, golden light from the fireplace and the hanging chandelier, which
has five yellow-shaded bulbs. Autumnal trees with vibrant orange and yellow
leaves frame the windows, enhancing the cozy, autumnal ambiance.
neg: ''
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 20
meta:
name: human_training
version: '1.0'
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