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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: hsr_lora
network:
type: lora
linear: 32
linear_alpha: 32
save:
dtype: float16
save_every: 200
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
- 1024
train:
batch_size: 4
steps: 2000
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:
- This is a digital anime-style drawing featuring the character topaz. Topaz
has a slender build, fair skin, and striking blue eyes. She has short, white
hair with a bold red streak on the left side, and a small, silver hairpin
on the right side. Her outfit is a mix of futuristic and fantasy elements,
featuring a red and white military-inspired jacket with gold accents, black
gloves, and a white, high-collared shirt underneath. The jacket is open at
the chest, revealing a hint of cleavage. Topaz is posing with her right hand
on her chin, and her left hand resting on her head, giving a confident and
slightly playful expression. The background is plain white, emphasizing the
character. There are color swatches on the left side of the image, indicating
the character's color palette.
- This is a digital anime-style drawing featuring Ruan Mei, a young woman with
long, flowing black hair and striking green eyes. She has a fair skin tone
and a petite, curvy figure with large breasts. Ruan Mei is dressed in an elaborate
fantasy outfit, primarily teal and brown with intricate gold accents, featuring
a high collar, puffed sleeves, and a flowing cape. Her attire includes a decorative
white necklace and a small, pink flower on her right side. The background
is plain white, keeping the focus on Ruan Mei's detailed and elegant appearance.
- digital anime-style illustration draped in a (shawl),dressed in blue dress,short
sleeves,shiny texture,watch,ring,standing upright,hand in hair,slight twist,close-up
shot,eye-level angle,natural lighting,fashion photography,violet smirking
honey brown Watercolor art
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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