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OpenDelta's documentation!
=====================================
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[OpenDelta ](https://github.com/thunlp/OpenDelta/ ) is a **Plug-and-play** Library of the parameter-efficient fine-tuning ([delta-tuning](WhatisDelta)) technology for pre-trained models.
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## Essential Advantages:
- < span style = "color:rgb(81, 217, 245);font-weight:bold" > Clean:</ span > No need to edit the backbone PTM’
- < span style = "color:orange;font-weight:bold" > Simple:</ span > Migrating from full-model tuning to delta-tuning needs as little as 3 lines of codes.
- < span style = "color:green;font-weight:bold" > Sustainable:</ span > Most evolution in external library doesn’
- < span style = "color:red;font-weight:bold" > Extendable:</ span > Various PTMs can share the same delta-tuning codes.
- < span style = "color:purple;font-weight:bold" > Flexible:</ span > Able to apply delta-tuning to (almost) any position of the PTMs.
```{eval-rst}
.. toctree::
:maxdepth: 1
:caption: Getting Started
notes/overview.md
notes/installation.md
notes/usage.md
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notes/namebasedaddr.md
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notes/visualization.md
notes/saveload.md
.. toctree::
:maxdepth: 1
:caption: Advanced Usage
notes/keyfeature.md
notes/unifyname.md
notes/autodelta.md
notes/composition.md
notes/pluginunplug.md
notes/acceleration.md
notes/explored_config.md
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.. toctree::
:maxdepth: 1
:caption: Information
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notes/citation.md
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notes/update.md
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notes/faq.md
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.. toctree::
:maxdepth: 2
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:caption: Documentation
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modules/base
modules/deltas
modules/auto_delta
modules/utils
Indices and tables
==================
* :ref:`genindex`
```
