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# Working with large models
## Dispatch and offload
### init_empty_weights
[[autodoc]] big_modeling.init_empty_weights
### cpu_offload
[[autodoc]] big_modeling.cpu_offload
### cpu_offload_with_hook
[[autodoc]] big_modeling.cpu_offload_with_hook
### disk_offload
[[autodoc]] big_modeling.disk_offload
### dispatch_model
[[autodoc]] big_modeling.dispatch_model
### load_checkpoint_and_dispatch
[[autodoc]] big_modeling.load_checkpoint_and_dispatch
### load_checkpoint_in_model
[[autodoc]] big_modeling.load_checkpoint_in_model
### infer_auto_device_map
[[autodoc]] utils.infer_auto_device_map
## Hooks
### ModelHook
[[autodoc]] hooks.ModelHook
### AlignDevicesHook
[[autodoc]] hooks.AlignDevicesHook
### SequentialHook
[[autodoc]] hooks.SequentialHook
### LayerwiseCastingHook
[[autodoc]] hooks.LayerwiseCastingHook
## Adding Hooks
### add_hook_to_module
[[autodoc]] hooks.add_hook_to_module
### attach_execution_device_hook
[[autodoc]] hooks.attach_execution_device_hook
### attach_align_device_hook
[[autodoc]] hooks.attach_align_device_hook
### attach_align_device_hook_on_blocks
[[autodoc]] hooks.attach_align_device_hook_on_blocks
### attach_layerwise_casting_hooks
[[autodoc]] big_modeling.attach_layerwise_casting_hooks
## Removing Hooks
### remove_hook_from_module
[[autodoc]] hooks.remove_hook_from_module
### remove_hook_from_submodules
[[autodoc]] hooks.remove_hook_from_submodules
## Utilities
### has_offloaded_params
[[autodoc]] utils.has_offloaded_params
### align_module_device
[[autodoc]] utils.align_module_device
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