nocco-apple-flux / config.yaml
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job: extension
config:
name: nocco_apple_v3
process:
- type: sd_trainer
training_folder: output/flux_lora_nocco
performance_log_every: 200
device: cuda:0
trigger_word: N0bcap
network:
type: lora
linear: 32
linear_alpha: 32
save:
dtype: float16
save_every: 200
max_step_saves_to_keep: 4
push_to_hub: false
datasets:
- folder_path: ./nocco_me
caption_ext: txt
caption_dropout_rate: 0.05
shuffle_tokens: true
cache_latents_to_disk: true
resolution:
- 512
- 768
- 1024
train:
batch_size: 1
steps: 1000
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
gradient_checkpointing: true
noise_scheduler: flowmatch
optimizer: adamw8bit
lr: 0.0001
skip_first_sample: true
ema_config:
use_ema: true
ema_decay: 0.99
dtype: bf16
model:
name_or_path: black-forest-labs/FLUX.1-schnell
assistant_lora_path: ostris/FLUX.1-schnell-training-adapter
is_flux: true
quantize: true
sample:
sampler: flowmatch
sample_every: 200
width: 1024
height: 1024
prompts:
- '[trigger] can on a sandy beach at sunset, surrounded by seashells and gentle
ocean waves'
- '[trigger] floating in space with distant stars and planets in the background,
illuminated by a soft cosmic glow'
- '[trigger] can in a bustling urban street at night, reflecting the colorful
neon signs of a busy cityscape'
- '[trigger] on a picnic blanket in a lush green park, with people relaxing
and trees swaying in the breeze'
- '[trigger] can half-buried in snow on a mountaintop, with a stunning view
of the surrounding icy peaks and bright blue sky'
- '[trigger] on a desert dune, surrounded by endless sand and a hot, golden
sunset casting long shadows'
- '[trigger] sitting on a wooden table in a cozy, candlelit cabin, with a fireplace
crackling nearby'
- '[trigger] by a riverbank in a rainforest, with tropical plants and a waterfall
cascading nearby.'
- '[trigger] can in a futuristic cityscape, placed on a sleek hovercraft deck,
with towering skyscrapers and flying vehicles in the background'
- '[trigger] at a music festival, surrounded by vibrant lights, dancing people,
and confetti filling the air'
neg: ''
seed: 42
walk_seed: true
guidance_scale: 1
sample_steps: 4
meta:
name: nocco_apple_v3
version: '1.0'