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job: extension
config:
name: flux_lora_balloon_v1
process:
- type: sd_trainer
training_folder: output/balloon
device: cuda:0
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 250
max_step_saves_to_keep: 4
datasets:
- folder_path: /root/autodl-tmp/ai-toolkit/train-data/balloon-art
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: 4000
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: /root/autodl-tmp/FLUX.1-dev
is_flux: true
quantize: true
sample:
sampler: flowmatch
sample_every: 250
width: 1024
height: 1024
prompts:
- a balloon art of a beetle
- a caterpillar made up of multiple layers of green and white balloons.
- a balloon art of a small figurine of a deer standing on top of a pile of green
spheres
- An elephant woven from balloons
- a balloon art of a monkey made of balloons. the monkey is standing on all
fours with its body facing towards the left side of the image
- woman playing the balloon guitar, on stage, singing a song, laser lights,
punk rocker
- hipster man with a beard, building a balloon chair, in a wood shop
- photo of a balloon man, white background, medium shot, balloon clothing,
studio lighting
- a balloon man holding a sign that says, 'this is a sign'
- a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket,
in a desert, with a balloon style motorcycle
neg: ''
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 20
meta:
name: flux_lora_balloon_v1
version: '1.0'
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