dataset_base_path stringclasses 2
values | dataset_metadata_path stringclasses 3
values | dataset_repeat int64 1 100 | dataset_num_workers int64 0 0 | data_file_keys stringclasses 1
value | model_paths null | model_id_with_origin_paths stringclasses 1
value | extra_inputs null | fp8_models null | offload_models null | resume_from_checkpoint null | learning_rate float64 0 0 | num_epochs int64 1 5 | trainable_models null | find_unused_parameters bool 1
class | weight_decay float64 0.01 0.01 | task stringclasses 2
values | customized_optimizer null | output_path stringclasses 4
values | remove_prefix_in_ckpt stringclasses 1
value | save_steps null | lora_base_model stringclasses 1
value | lora_target_modules stringclasses 1
value | lora_rank int64 32 32 | lora_checkpoint null | preset_lora_path null | preset_lora_model null | use_gradient_checkpointing bool 1
class | use_gradient_checkpointing_offload bool 1
class | gradient_accumulation_steps int64 1 1 | template_model_id_or_path null | enable_lora_hot_loading bool 1
class | enable_model_cpu_offload bool 1
class | enable_optimizer_cpu_offload bool 1
class | cpu_offload_split_threshold null | enable_tensorboard_log bool 2
classes | enable_swanlab_log bool 1
class | swanlab_project stringclasses 1
value | enable_wandb_log bool 1
class | wandb_project stringclasses 1
value | height int64 480 480 | width int64 832 832 | max_pixels int64 1.05M 1.05M | num_frames int64 17 25 | tokenizer_path null | audio_processor_path null | max_timestep_boundary float64 1 1 | min_timestep_boundary float64 0 0 | initialize_model_on_cpu bool 1
class | framewise_decoding bool 1
class | num_inference_steps int64 4 4 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
examples/wanvideo/data/tiger_dataset | examples/wanvideo/data/tiger_dataset/metadata_70.csv | 20 | 0 | image,video | null | Wan-AI/Wan2.1-T2V-1.3B:diffusion_pytorch_model*.safetensors,Wan-AI/Wan2.1-T2V-1.3B:models_t5_umt5-xxl-enc-bf16.pth,Wan-AI/Wan2.1-T2V-1.3B:Wan2.1_VAE.pth | null | null | null | null | 0.0002 | 5 | null | false | 0.01 | direct_distill | null | examples/wanvideo/models/train/Wan2.1-T2V-1.3B_distill_4step | pipe.dit. | null | dit | q,k,v,o,ffn.0,ffn.2 | 32 | null | null | null | true | false | 1 | null | false | false | false | null | true | false | DiffSynth-Studio | false | DiffSynth-Studio | 480 | 832 | 1,048,576 | 25 | null | null | 1 | 0 | false | false | 4 |
examples/wanvideo/data/tiger_dataset | examples/wanvideo/data/tiger_dataset/metadata_70.csv | 1 | 0 | image,video | null | Wan-AI/Wan2.1-T2V-1.3B:diffusion_pytorch_model*.safetensors,Wan-AI/Wan2.1-T2V-1.3B:models_t5_umt5-xxl-enc-bf16.pth,Wan-AI/Wan2.1-T2V-1.3B:Wan2.1_VAE.pth | null | null | null | null | 0.0001 | 1 | null | false | 0.01 | direct_distill | null | examples/wanvideo/models/train/Wan2.1-T2V-1.3B_distill_4step_test | pipe.dit. | null | dit | q,k,v,o,ffn.0,ffn.2 | 32 | null | null | null | true | false | 1 | null | false | false | false | null | false | false | DiffSynth-Studio | false | DiffSynth-Studio | 480 | 832 | 1,048,576 | 25 | null | null | 1 | 0 | false | false | 4 |
/workspace/fine_tuing_using_DiffSynth-Studio/examples/wanvideo/data/tiger_dataset | /workspace/fine_tuing_using_DiffSynth-Studio/examples/wanvideo/data/tiger_dataset/metadata_100.csv | 100 | 0 | image,video | null | Wan-AI/Wan2.1-T2V-1.3B:diffusion_pytorch_model*.safetensors,Wan-AI/Wan2.1-T2V-1.3B:models_t5_umt5-xxl-enc-bf16.pth,Wan-AI/Wan2.1-T2V-1.3B:Wan2.1_VAE.pth | null | null | null | null | 0.0001 | 5 | null | false | 0.01 | sft | null | /workspace/fine_tuing_using_DiffSynth-Studio/examples/wanvideo/models/train/Wan2.1-T2V-1.3B_lora_100 | pipe.dit. | null | dit | q,k,v,o,ffn.0,ffn.2 | 32 | null | null | null | true | false | 1 | null | false | false | false | null | true | false | DiffSynth-Studio | false | DiffSynth-Studio | 480 | 832 | 1,048,576 | 17 | null | null | 1 | 0 | false | false | null |
/workspace/fine_tuing_using_DiffSynth-Studio/examples/wanvideo/data/tiger_dataset | /workspace/fine_tuing_using_DiffSynth-Studio/examples/wanvideo/data/tiger_dataset/metadata_70.csv | 100 | 0 | image,video | null | Wan-AI/Wan2.1-T2V-1.3B:diffusion_pytorch_model*.safetensors,Wan-AI/Wan2.1-T2V-1.3B:models_t5_umt5-xxl-enc-bf16.pth,Wan-AI/Wan2.1-T2V-1.3B:Wan2.1_VAE.pth | null | null | null | null | 0.0001 | 5 | null | false | 0.01 | sft | null | /workspace/fine_tuing_using_DiffSynth-Studio/examples/wanvideo/models/train/Wan2.1-T2V-1.3B_lora_70 | pipe.dit. | null | dit | q,k,v,o,ffn.0,ffn.2 | 32 | null | null | null | true | false | 1 | null | false | false | false | null | true | false | DiffSynth-Studio | false | DiffSynth-Studio | 480 | 832 | 1,048,576 | 25 | null | null | 1 | 0 | false | false | null |
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