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job: extension
config:
name: prokudin_gorskiy_hst_lora
process:
- type: sd_trainer
training_folder: /content/output
device: cuda:0
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 1000
max_step_saves_to_keep: 3
datasets:
- folder_path: /content/dataset
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
skip_first_sample: true
linear_timesteps: 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: 1000
width: 1024
height: 1024
prompts:
- HST style photo of Lenin in 1924 surrounded by two other individuals on either
side of him. Film photograph, three-quarter length, from front. Lenin in the
center, wearing a white outfit sits in a wicker wheelchair, wearing a white
shirt and flat cap. His eyes look intense and slightly demented. He seems
convalescent and ill following a stroke. A woman in a white dress with a black
belt stands to the left, leaning forward with her hands on the back of the
wheelchair.
- HST style Arthur Rimbaud. He is dressed in a dark suit with a white shirt
and a maroon tie with small white polka dots. He is looking to his right with
an inquisitive expression.
- HST nightclub in 1921 USSR,, fish eye lens, smoke machine, lazer lights, Trotsky
holding a martini
- HST style Andrey Beliy showing off his cool new poetry books at the beach
in 1921 USSR, a shark is jumping out of the water to eat the books, Beliy
screams in surprise
- HST style Alexey Khvostenko and Anri Volokhonskiy and a bear collaborate building
a log cabin in the snow covered mountains
- HST style Viktor Tsoy soulfully playing the guitar, on stage in 1921 USSR,
singing a song, laser lights, punk rocker
- HST style Lawrence from Felt
- HST style Medium-frame photo of Robert Duncan the poet sitting in his office,
wearing a dark suit and tie. Bust view, facing forward. Sitting with hands
resting, neutral facial expression. Bookshelves filled with books in the background.
Wooden furniture in the surrounding space.
- HST style Lenin in cap and Bolshevik suit holding a sign with text, 'World
workers, all our eyes!'
- HST style Egor Letov in a leather jacket, in a desert, on a motorcycle
neg: ''
seed: 42
walk_seed: true
guidance_scale: 1
sample_steps: 4
meta:
name: prokudin_gorskiy_hst_lora
version: '1.0'
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