diff --git a/models/Motion_Module/learnhigh/config.yaml b/models/Motion_Module/learnhigh/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..6e74762f3461cc38c0d4aca061bcc61cbb80fcdd --- /dev/null +++ b/models/Motion_Module/learnhigh/config.yaml @@ -0,0 +1,66 @@ +pretrained_model_path: /content/AnimateDiff-SceneFusion/models/StableDiffusion/ +output_dir: /content/AnimateDiff-SceneFusion/models/Motion_Module/learnhigh +train_data: + video_folder: data/output + csv_path: data/output.csv + sample_n_frames: 5 + sample_stride: 100 + sample_size: 256 +validation_data: + prompts: + - camera panning right to left, a bird's eye view of a row of buildings in a city + with trees in the foreground, masterpiece, best quality + video_length: 5 + width: 256 + height: 256 + num_inference_steps: 20 + guidance_scale: 12.5 + temporal_context: 24 + use_inv_latent: true + num_inv_steps: 50 +validation_steps: 1 +train_whole_module: false +trainable_modules: +- to_q +train_batch_size: 1 +max_train_steps: 39 +learning_rate: 0.03 +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: true +checkpointing_steps: 100 +start_global_step: 0 +resume_from_checkpoint: null +mixed_precision: fp16 +use_8bit_adam: false +enable_xformers_memory_efficient_attention: true +seed: 33 +motion_module: /content/AnimateDiff-SceneFusion/models/Motion_Module/mm_sd_v15.ckpt +inference_config_path: configs/inference/inference-v3.yaml +motion_module_pe_multiplier: 1 +dataset_class: MultiTuneAVideoDataset +image_finetune: false +name: scenefusion +use_wandb: true +launcher: launcher +cfg_random_null_text: true +cfg_random_null_text_ratio: 0.1 +unet_checkpoint_path: '' +unet_additional_kwargs: {} +ema_decay: 0.9999 +noise_scheduler_kwargs: null +max_train_epoch: -1 +validation_steps_tuple: +- -1 +num_workers: 32 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