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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: Mandelshtam
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
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 photo of an older Mandelshtam walking through Leningrad in 1930 while
lamenting, by a Neva embankment, in word bubble the text: \YOUVE RETURNED.
SO, THEN SWALLOW!\ and below it the text: \AS FAST AS YOU MIGHT! ALL THE FISH
OIL OF LENINGRAD''S RIVERINE LIGHTS!\, Mandelshtam is unshaven, in a tattered
black suit, scared"'
- '"a photo of an older Mandelshtam walking through Leningrad in 1930 while
lamenting, next to some Soviet brutalist buildings from the 30s, in word bubble
the text: \I''VE RETURNED TO MY CITY! I KNOW IT TO TEARS... \, and below it
more text: \TINY VEINS... AND TO GLANDS SWOLLEN UP... LIKE A KID''S!\, Mandelshtam
is unshaven, in a tattered black suit, scared"'
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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