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name: test-run
trainer:
model_path: "nai_diffusers"
# model_url: ""
# init_batch_size: 12
batch_size: 6
resolution: 512
center_crop: false
gradient_checkpointing: true
clip_skip: 2
seed: 1138
use_ema: false
use_hivemind: false
use_xformers: true
lr_scale: sqrt
train_text_encoder: false
attention_slicing: false
vae_slicing: true
offset_noise: true
offset_noise_val: 0.06
min_snr: true
min_snr_val: 3
checkpoint:
monitor: 'epoch'
dirpath: checkpoint_bench
filename: 'sample-nd-epoch{epoch:02d}'
auto_insert_metric_name: false
every_n_epochs: 1
save_top_k: -1
mode: 'max'
save_last: False
lightning:
accelerator: gpu
devices: -1
auto_select_gpus: true
# limit_train_batches: 100
max_epochs: 20
precision: 16
log_every_n_steps: 1
accumulate_grad_batches: 1
gradient_clip_val: 0
auto_scale_batch_size: false
auto_lr_find: false
arb:
enabled: true
debug: false
base_res: [512, 512]
max_size: [768, 512]
divisible: 64
max_ar_error: 4
min_dim: 256
dim_limit: 1024
dataset:
img_path:
- "/home/ec2-user/SageMaker/minibench/images"
center_crop: false
ucg: 0.07
debug_arb: false
num_workers: 6
process_tags: true
important_tags: []
allow_duplicates: false
augment:
enabled: true
debug: false
dropout: 0.8
methods:
adjust_brightness: 0.04
adjust_contrast: 0.05
rotate_with_crop: 3
optimizer:
name: lion_pytorch.lion_pytorch.Lion
params:
lr: 1.7e-7
weight_decay: 1e-2
# eps: 1e-8
lr_scheduler:
name: torch.optim.lr_scheduler.CosineAnnealingLR
warmup:
enabled: true
init_lr: 2e-8
num_warmup: 50
strategy: "cos"
params:
T_max: 6
eta_min: 1e-7
last_epoch: -1
monitor:
wandb_id: ""
huggingface_repo: ""
hf_auth_token: ""
store_checkpoints: true
sampling:
enabled: true
use_wandb: true
every_n_steps: 112
every_n_epochs: 1
save_dir: "samples"
seed: 1139
height: 768
width: 512
steps: 20
cfg_scale: 7
negative_prompts:
- "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
- "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
- "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
- "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
- "nsfw, text, error, signature, watermark, username, realistic,3d, multiple people, animals, lowres, cropped, worth quality ,low quality, normal quality, jpeg artifacts, blurry, bad anatomy, bad hands, bad arms, bad feet, bad anatomy, missing fingers, extra digits, fewer digits, long neck, missing legs, huge person, optical_illusion"
prompts:
- "best quality, a girl with a yellow hat and a yellow shirt, sitting, white legwear, uniform, jacket, thighhighs, bare shoulders, high contrast, paint splatter"
- "best quality, 1girl, solo, loli, cat girl, silver hair ,blue eyes, flat chest, solo, beautiful detailed background, messy hair, long hair"
- "masterpiece, best quality, 1girl, a clean painting of a girl with long white hair drinking coffee in a coffee bar"
- "best quality, 1girl, a clean painting of a girl with long white hair drinking coffee in a coffee bar"
- "1girl, a clean painting of a girl with long white hair drinking coffee in a coffee bar"
encoder:
# Leave blank to load from model
text:
vae: |