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job: extension
config:
name: my_first_flux_lora_v1
process:
- type: sd_trainer
training_folder: output
device: cuda:0
trigger_word: $rsty
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 250
max_step_saves_to_keep: 4
push_to_hub: false
datasets:
- folder_path: /home/ec2-user/ai-toolkit/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: 2000
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
gradient_checkpointing: true
noise_scheduler: flowmatch
optimizer: adamw8bit
lr: 0.0001
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: 250
width: 1024
height: 1024
prompts:
- '[trigger] wearing a BBQ apron, flipping burgers at a backyard party, with
smoke rising from the grill.'
- '[trigger] holding a cup of coffee, sitting at a park bench, with autumn leaves
falling around.'
- '[trigger] dressed as a pirate, standing on a sandy beach, holding a treasure
chest.'
- '[trigger] riding a skateboard down a street, wearing sunglasses, with a dog
chasing behind.'
- '[trigger] playing the guitar on a small stage, with colorful lights shining
in the background.'
- '[trigger] building a sandcastle on the beach, wearing a sun hat, with waves
in the background.'
- '[trigger] sitting in a cozy library, reading a book, with a warm light glowing
on their face.'
- '[trigger] wearing a leather jacket, leaning against a motorcycle, with a
desert landscape behind them.'
- '[trigger] painting a picture on a canvas, standing in a garden full of blooming
flowers.'
- '[trigger] sitting in a diner booth, eating a burger and fries, with a jukebox
in the background.'
neg: ''
seed: 42
walk_seed: true
guidance_scale: 4
sample_steps: 20
meta:
name: my_first_flux_lora_v1
version: '1.0'
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