| <! |
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| Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with |
| the License. You may obtain a copy of the License at |
|
|
| http://www.apache.org/licenses/LICENSE-2.0 |
|
|
| Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on |
| an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the |
| specific language governing permissions and limitations under the License. |
| |
|
|
| # 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.disk_offload |
| [[autodoc]] big_modeling.dispatch_model |
| [[autodoc]] big_modeling.load_checkpoint_and_dispatch |
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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 |
