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config:
name: SketchStrokes
process:
- datasets:
- cache_latents_to_disk: true
caption_dropout_rate: 0.2
caption_ext: txt
folder_path: /root/lorahub/SketchStrokes/dataset
resolution:
- 512
- 768
- 1024
shuffle_tokens: false
token_dropout_rate: 0.01
device: cuda:0
model:
is_flux: true
name_or_path: black-forest-labs/FLUX.1-dev
quantize: true
text_encoder_bits: 8
network:
linear: 42
linear_alpha: 42
transformer_only: true
type: lora
performance_log_every: 500
sample:
height: 1024
neg: ''
prompts:
- 'Gender-neutral scavengers in rugged, asymmetrical armor with skyfall shards
embedded in their skin. Their eyes glow faintly, reflecting the shattered
sky above, and their hair is wind-torn and gray [trigger] '
- 'Male or female spellcasters cloaked in dark, tattered robes. Their bodies
are marked by glowing glyphs, and they carry ancient books chained to their
belts. Their eyes appear hollow, with wisps of magic flickering within [trigger] '
- 'Androgynous survivors with pale, almost translucent skin and dark, form-fitting
suits that reflect the emptiness of space. They have void-inflicted scars
across their bodies, and their faces are expressionless, with faint glowing
veins under their skin [trigger] '
- 'Male-dominated resistance fighters wearing bulky mechanical exoskeletons
with mystical etchings. Their faces are obscured by grimy visors, revealing
only tired, hardened eyes. Each piece of armor is a blend of tech and ancient
runes, radiating an aura of rebellion [trigger] '
- 'Female-dominant warriors with charred leather armor made from dragon scales,
their eyes lit with the embers of dark magic. Their hair is either braided
or burned at the tips, and their skin bears deep scars from dragonfire [trigger] '
- 'Fae of any gender with metallic wings, sleek armor fused with organic materials,
and eerily beautiful faces that hide cruelty. Their skin is a metallic sheen,
with sharp eyes in unnatural colors, and they wield weapons that seem grown
from the very earth or metal around them [trigger] '
sample_every: 500
sample_steps: 25
sampler: flowmatch
seed: 42
walk_seed: true
width: 1024
save:
dtype: float16
max_step_saves_to_keep: 3
save_every: 500
save_format: diffusers
train:
batch_size: 1
dtype: bf16
ema_config:
ema_decay: 0.99
use_ema: true
gradient_accumulation_steps: 1
gradient_checkpointing: true
linear_timesteps: true
loss_type: mse
lr: 0.0002
noise_scheduler: flowmatch
optimizer: adamw8bit
reg_weight: 1.0
steps: 3000
target_noise_multiplier: 1.0
train_text_encoder: false
train_unet: true
training_folder: /root/lorahub
trigger_word: SketchStrokes
type: sd_trainer
job: extension
meta:
description: ''
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