| # Working with large models | |
| ## Dispatching and Offloading Models | |
| [[autodoc]] big_modeling.init_empty_weights | |
| [[autodoc]] big_modeling.cpu_offload | |
| [[autodoc]] big_modeling.cpu_offload_with_hook | |
| [[autodoc]] big_modeling.disk_offload | |
| [[autodoc]] big_modeling.dispatch_model | |
| [[autodoc]] big_modeling.load_checkpoint_and_dispatch | |
| [[autodoc]] big_modeling.load_checkpoint_in_model | |
| [[autodoc]] utils.infer_auto_device_map | |
| ## Model Hooks | |
| ### Hook Classes | |
| [[autodoc]] hooks.ModelHook | |
| [[autodoc]] hooks.AlignDevicesHook | |
| [[autodoc]] hooks.SequentialHook | |
| ### Adding Hooks | |
| [[autodoc]] hooks.add_hook_to_module | |
| [[autodoc]] hooks.attach_execution_device_hook | |
| [[autodoc]] hooks.attach_align_device_hook | |
| [[autodoc]] hooks.attach_align_device_hook_on_blocks | |
| ### Removing Hooks | |
| [[autodoc]] hooks.remove_hook_from_module | |
| [[autodoc]] hooks.remove_hook_from_submodules |