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job: extension
config:
name: steve_lora_flux_1_dev_v1.2
process:
- type: sd_trainer
training_folder: output
performance_log_every: 1000
device: cuda:0
trigger_word: steve
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 200
max_step_saves_to_keep: 4
push_to_hub: false
datasets:
- folder_path: /opt/steve-lora-v1.2-portrait/samples/steve3-lora
image_pattern: "*_[0-9].jpg"
caption_ext: txt
caption_dropout_rate: 0.0
shuffle_tokens: true
cache_latents_to_disk: true
resolution:
- 1200
train:
batch_size: 1
steps: 4000
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
content_or_style: balanced
gradient_checkpointing: true
noise_scheduler: flowmatch
optimizer: adamw8bit
lr: 0.0001
skip_first_sample: false
linear_timesteps: true
ema_config:
use_ema: true
ema_decay: 0.99
dtype: bf16
model:
name_or_path: black-forest-labs/FLUX.1-dev
is_flux: true
quantize: true
sample:
sampler: flowmatch
sample_every: 200
width: 1200
height: 1600
prompts:
- A photorealistic business headshot of [token], a caucasian man in his 40s
exuding confidence in a modern office setting.
- A professional portrait of [token], a caucasian man in his 40s and full head
of hair, dressed sharply in a navy suit, captured with soft natural light.
- A high-quality headshot of [token], a caucasian man in his 40s and full head
of hair, taken with an 85mm lens, emphasizing realism and authority.
- A corporate headshot of [token] , a caucasian man in his 40s, standing before
a sleek office backdrop with a confident expression.
- An executive portrait of [token], a caucasian man in his 40s and full head
of hair, softly lit, showcasing subtle facial details and approachability.
- A detailed business headshot of [token], a caucasian man in his 40s and full
head of hair, framed with a blurred modern office environment.
- A professional close-up of [token], a caucasian man in his 40s and full head
of hair, using a shallow depth of field to highlight facial authenticity.
- A crisp and polished portrait of [token], a caucasian man in his 40s and full
head of hair, captured in a well-lit professional setting.
- A corporate-style image of [token], a caucasian man in his 40s and full head
of hair, with a slight smile, reinforcing trust and professionalism.
- A photorealistic shot of [token], a caucasian man in his 40s and full head
of hair, taken with a Nikon D850, emphasizing clarity and natural texture.
neg: ''
seed: 42
walk_seed: true
lora_scale: 1.3
guidance_scale: 4.1
sample_steps: 29
meta:
name: steve_lora_flux_1_dev_v1.2
version: '1.2'
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