mirror of
https://github.com/finegrain-ai/refiners.git
synced 2024-11-24 15:18:46 +00:00
56 lines
1.1 KiB
TOML
56 lines
1.1 KiB
TOML
|
script = "finetune-ldm.py" # not used for now
|
||
|
|
|
||
|
|
[wandb]
|
||
|
|
offline = "offline"
|
||
|
|
entity = "acme"
|
||
|
|
project = "test-ldm-training"
|
||
|
|
|
||
|
|
[models]
|
||
|
|
lda = {checkpoint="/path/to/stable-diffusion-1-5/lda.safetensors", train=false}
|
||
|
|
text_encoder = {checkpoint="/path/to/stable-diffusion-1-5/text_encoder.safetensors", train=true}
|
||
|
|
unet = {checkpoint="/path/to/stable-diffusion-1-5/unet.safetensors", train=true}
|
||
|
|
|
||
|
|
[latent_diffusion]
|
||
|
|
unconditional_sampling_probability = 0.2
|
||
|
|
offset_noise = 0.1
|
||
|
|
|
||
|
|
[training]
|
||
|
|
duration = "1:epoch"
|
||
|
|
seed = 0
|
||
|
|
gpu_index = 0
|
||
|
|
num_epochs = 1
|
||
|
|
batch_size = 1
|
||
|
|
gradient_accumulation = "1:step"
|
||
|
|
clip_grad_norm = 2.0
|
||
|
|
clip_grad_value = 1.0
|
||
|
|
evaluation_interval = "1:epoch"
|
||
|
|
evaluation_seed = 0
|
||
|
|
|
||
|
|
|
||
|
|
[optimizer]
|
||
|
|
optimizer = "AdamW" # "AdamW", "AdamW8bit", "Lion8bit", "Prodigy", "SGD", "Adam"
|
||
|
|
learning_rate = 1e-5
|
||
|
|
betas = [0.9, 0.999]
|
||
|
|
eps = 1e-8
|
||
|
|
weight_decay = 1e-2
|
||
|
|
|
||
|
|
|
||
|
|
[scheduler]
|
||
|
|
|
||
|
|
|
||
|
|
[dropout]
|
||
|
|
dropout_probability = 0.2
|
||
|
|
|
||
|
|
[dataset]
|
||
|
|
hf_repo = "acme/images"
|
||
|
|
revision = "main"
|
||
|
|
|
||
|
|
[checkpointing]
|
||
|
|
# save_folder = "/path/to/ckpts"
|
||
|
|
save_interval = "1:epoch"
|
||
|
|
|
||
|
|
[test_diffusion]
|
||
|
|
prompts = [
|
||
|
|
"A cute cat",
|
||
|
|
]
|