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| # Working with large models |
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| ## Dispatching and Offloading Models |
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| [[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 |
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| ## Model Hooks |
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| ### Hook Classes |
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| [[autodoc]] hooks.ModelHook |
| [[autodoc]] hooks.AlignDevicesHook |
| [[autodoc]] hooks.SequentialHook |
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| ### Adding Hooks |
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| [[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 |
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| ### Removing Hooks |
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| [[autodoc]] hooks.remove_hook_from_module |
| [[autodoc]] hooks.remove_hook_from_submodules |
