Spaces:
Running
on
Zero
Running
on
Zero
File size: 1,845 Bytes
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flux_path: "black-forest-labs/FLUX.1-dev"
dtype: "bfloat16"
model:
union_cond_attn: true
add_cond_attn: false
latent_lora: false
train:
batch_size: 1
accumulate_grad_batches: 1
dataloader_workers: 5
save_interval: 1000
sample_interval: 100
max_steps: -1
gradient_checkpointing: true
save_path: "runs"
# Specify the type of condition to use.
# Options: ["canny", "coloring", "deblurring", "depth", "depth_pred", "fill"]
condition_type: "canny"
dataset:
type: "img"
urls:
- "https://huggingface.co/datasets/jackyhate/text-to-image-2M/resolve/main/data_512_2M/data_000046.tar"
- "https://huggingface.co/datasets/jackyhate/text-to-image-2M/resolve/main/data_512_2M/data_000045.tar"
cache_name: "data_512_2M"
condition_size: 512
target_size: 512
drop_text_prob: 0.1
drop_image_prob: 0.1
wandb:
project: "OminiControl"
lora_config:
r: 4
lora_alpha: 4
init_lora_weights: "gaussian"
target_modules: "(.*x_embedder|.*(?<!single_)transformer_blocks\\.[0-9]+\\.norm1\\.linear|.*(?<!single_)transformer_blocks\\.[0-9]+\\.attn\\.to_k|.*(?<!single_)transformer_blocks\\.[0-9]+\\.attn\\.to_q|.*(?<!single_)transformer_blocks\\.[0-9]+\\.attn\\.to_v|.*(?<!single_)transformer_blocks\\.[0-9]+\\.attn\\.to_out\\.0|.*(?<!single_)transformer_blocks\\.[0-9]+\\.ff\\.net\\.2|.*single_transformer_blocks\\.[0-9]+\\.norm\\.linear|.*single_transformer_blocks\\.[0-9]+\\.proj_mlp|.*single_transformer_blocks\\.[0-9]+\\.proj_out|.*single_transformer_blocks\\.[0-9]+\\.attn.to_k|.*single_transformer_blocks\\.[0-9]+\\.attn.to_q|.*single_transformer_blocks\\.[0-9]+\\.attn.to_v|.*single_transformer_blocks\\.[0-9]+\\.attn.to_out)"
optimizer:
type: "Prodigy"
params:
lr: 1
use_bias_correction: true
safeguard_warmup: true
weight_decay: 0.01
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