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job: extension
config:
name: flux_microsoft_emoji_lora_v1
process:
- type: sd_trainer
training_folder: output
performance_log_every: 1000
device: cuda:0
trigger_word: emojy
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 250
max_step_saves_to_keep: 4
push_to_hub: true
hf_repo_id: Zedge/Flux-Schnell-Emoji-Weights
hf_private: true
datasets:
- folder_path: ../../datasets/Microsoft-3D-Fluent
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: false
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: 1024
height: 1024
prompts:
- '[trigger] woman with red hair'
- '[trigger] a woman holding a coffee cup, in a beanie'
- '[trigger] a horse is a DJ at a night club'
- '[trigger] a man showing off his cool new t shirt at the beach'
- '[trigger] a bear building a log cabin'
- '[trigger] woman playing the guitar, on stage, singing a song'
- '[trigger] hipster man with a beard'
- '[trigger] a man'
- '[trigger] a man holding a sign that says, ''this is a sign'''
- '[trigger] a bulldog with a shotgun, in a leather jacket with a motorcycle'
neg: ''
seed: 42
walk_seed: true
guidance_scale: 1
sample_steps: 4
meta:
name: flux_microsoft_emoji_lora_v1
version: '1.0'
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