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[Tune] Transformer blog example (#9789)

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Co-authored-by: Kai Fricke <kai@anyscale.com>
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Amog Kamsetty
2020-08-06 11:01:53 -07:00
committed by SangBin Cho
co-authored by Kai Fricke
parent 64a4e046da
commit 92e0718218
15 changed files with 443 additions and 0 deletions
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doc/source/conf.py
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@@ -67,6 +67,7 @@ extensions = [
'sphinx_tabs.tabs',
'sphinx-jsonschema',
'sphinx_gallery.gen_gallery',
'sphinxemoji.sphinxemoji',
'sphinx_copybutton',
'versionwarning.extension',
]
doc/source/tune/examples/index.rst
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@@ -56,6 +56,11 @@ LightGBM Example
- :doc:`/tune/examples/lightgbm_example`: Trains a basic LightGBM model with Tune with the function-based API and a LightGBM callback.
|:hugging_face:| Huggingface Transformers Example
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
- :doc:`/tune/examples/pbt_transformers`: Fine-tunes a Huggingface transformer with Tune Population Based Training.
Contributed Examples
~~~~~~~~~~~~~~~~~~~~
doc/source/tune/examples/pbt_transformers.rst
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@@ -0,0 +1,8 @@
:orphan:
pbt_transformers_example
~~~~~~~~~~~~~~~~~~~~~~~~
.. literalinclude:: /../../python/ray/tune/examples/pbt_transformers/pbt_transformers.py
.. literalinclude:: /../../python/ray/tune/examples/pbt_transformers/trainer.py
.. literalinclude:: /../../python/ray/tune/examples/pbt_transformers/utils.py