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job: extension
config:
name: dogiap_first_lora_training
process:
- type: sd_trainer
training_folder: output
device: cuda:0
trigger_word: DoGiap
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: /home/infimum/code/flux/training_lora/img_resouce
caption_ext: txt
caption_dropout_rate: 0.05
shuffle_tokens: false
cache_latents_to_disk: true
resolution:
- 512
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-schnell
assistant_lora_path: ostris/FLUX.1-schnell-training-adapter
is_flux: true
quantize: true
sample:
sampler: flowmatch
sample_every: 250
width: 512
height: 512
prompts:
- '[{trigger_word}] holding a sign that says ''I LOVE Giap dep trai!'''
- Describe a cozy modern living room featuring a minimalist design with neutral
tones, a sleek sectional sofa, and a statement coffee table. The trigger word
is {trigger_word}
- Illustrate a modern living room with large windows allowing natural light,
adorned with indoor plants, and a combination of textured fabrics. Include
the trigger word {trigger_word}.
- Conceptualize a living room that merges functionality and style, including
built-in shelving, smart home technology, and contemporary art pieces, while
emphasizing the trigger word {trigger_word}
- Create a vibrant living room space with bold accent colors, a mix of vintage
and modern furniture, and unique lighting fixtures. Use the trigger word {trigger_word}
to enhance the description.
- Visualize a modern living room that emphasizes sustainability, featuring recycled
materials, eco-friendly decor, and energy-efficient appliances. Incorporate
the trigger word {trigger_word} into the design.
neg: ''
seed: 42
walk_seed: true
guidance_scale: 3.5
sample_steps: 20
meta:
name: dogiap_first_lora_training
version: '1.0'
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