pretrained_model_path: /kaggle/input/my-text2video-1-7b | |
output_dir: ./outputs | |
train_data: | |
path: /content/Text-To-Video-Finetuning/dataset/Genshin-Impact-Cutscenes-with-score-organized | |
preprocessed: true | |
n_sample_frames: 1 | |
shuffle_frames: false | |
width: 256 | |
height: 256 | |
sample_start_idx: 0 | |
sample_frame_rate: 24 | |
vid_data_key: video_path | |
single_video_path: '' | |
single_video_prompt: '' | |
validation_data: | |
prompt: '' | |
sample_preview: true | |
num_frames: 1 | |
width: 256 | |
height: 256 | |
num_inference_steps: 2 | |
guidance_scale: 3 | |
extra_train_data: [] | |
dataset_types: | |
- folder | |
shuffle: true | |
validation_steps: 1000 | |
trainable_modules: | |
- attentions | |
trainable_text_modules: null | |
extra_unet_params: null | |
extra_text_encoder_params: null | |
train_batch_size: 1 | |
max_train_steps: 20000 | |
learning_rate: 1.0e-05 | |
scale_lr: false | |
lr_scheduler: constant | |
lr_warmup_steps: 0 | |
adam_beta1: 0.9 | |
adam_beta2: 0.999 | |
adam_weight_decay: 0.01 | |
adam_epsilon: 1.0e-08 | |
max_grad_norm: 1.0 | |
gradient_accumulation_steps: 1 | |
gradient_checkpointing: false | |
text_encoder_gradient_checkpointing: false | |
checkpointing_steps: 10000 | |
resume_from_checkpoint: null | |
resume_step: null | |
mixed_precision: fp16 | |
use_8bit_adam: false | |
enable_xformers_memory_efficient_attention: false | |
enable_torch_2_attn: false | |
seed: 64 | |
train_text_encoder: false | |
use_offset_noise: false | |
rescale_schedule: false | |
offset_noise_strength: 0.1 | |
extend_dataset: false | |
cache_latents: false | |
cached_latent_dir: null | |
lora_version: stable_lora | |
save_lora_for_webui: false | |
only_lora_for_webui: false | |
lora_bias: none | |
use_unet_lora: false | |
use_text_lora: false | |
unet_lora_modules: | |
- ResnetBlock2D | |
text_encoder_lora_modules: | |
- CLIPEncoderLayer | |
save_pretrained_model: true | |
lora_rank: 16 | |
lora_path: '' | |
lora_unet_dropout: 0.1 | |
lora_text_dropout: 0.1 | |
logger_type: tensorboard | |
kwargs: {} | |