1.5 KiB
1.5 KiB
OpenDelta's documentation!
OpenDelta is a Plug-and-play Library of the parameter-efficient fine-tuning (delta-tuning) technology for pre-trained models.
Essential Advantages:
- Clean: No need to edit the backbone PTM’s codes.
- Simple: Migrating from full-model tuning to delta-tuning needs as little as 3 lines of codes.
- Sustainable: Most evolution in external library doesn’t require a new OpenDelta.
- Extendable: Various PTMs can share the same delta-tuning codes.
- Flexible: Able to apply delta-tuning to (almost) any position of the PTMs.
.. toctree::
:maxdepth: 1
:caption: Getting Started
notes/overview.md
notes/installation.md
notes/usage.md
notes/namebasedaddr.md
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
notes/citation.md
notes/faq.md
.. toctree::
:maxdepth: 2
:caption: Package Reference
modules/base
modules/deltas
modules/auto_delta
modules/utils
Indices and tables
==================
* :ref:`genindex`