| 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' | |