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ee081d5
add trackio integration
ParagEkbote Mar 10, 2026
0b5849a
Apply suggestions from code review
ParagEkbote Mar 10, 2026
1f59552
Merge branch 'ray-project:master' into add-trackio-integration-for-ray
ParagEkbote Mar 11, 2026
274a4df
add missing logger import and clean up comments
ParagEkbote Mar 11, 2026
b876fdf
fix race condition in logging
ParagEkbote Mar 11, 2026
ab199c1
fix more issues with trial saving
ParagEkbote Mar 11, 2026
9d21b15
refactor to fix issues
ParagEkbote Mar 11, 2026
8e88700
fix issue to make cursor happy
ParagEkbote Mar 11, 2026
7831ef3
enhance integration to fix issues
ParagEkbote Mar 11, 2026
0b3d1ad
fix leaking configs
ParagEkbote Mar 11, 2026
0db3bb1
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote Mar 12, 2026
0c9f500
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote Mar 19, 2026
a60ce82
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote Mar 25, 2026
1efb158
Update trackio.py
pseudo-rnd-thoughts Mar 25, 2026
326829d
Merge branch 'ray-project:master' into add-trackio-integration-for-ray
ParagEkbote Mar 26, 2026
b611123
Merge branch 'ray-project:master' into add-trackio-integration-for-ray
ParagEkbote Mar 27, 2026
82bed2f
address reviewer comments and add initial set of tests
ParagEkbote Mar 27, 2026
056046e
update tests and make cursor happy
ParagEkbote Mar 27, 2026
2d8f990
add trackio test to bazel and add integration dep in core-requirement…
ParagEkbote Mar 27, 2026
0dd79d0
update some files and folders
ParagEkbote Mar 27, 2026
3b6a23e
update to include end to end example with ray and trackio
ParagEkbote Mar 27, 2026
e2c1caf
add executed notebook with all the cells
ParagEkbote Mar 28, 2026
562a4ca
add ref to doc pages
ParagEkbote Mar 28, 2026
1dd93d4
rename as per notebook convention
ParagEkbote Mar 28, 2026
38e1908
update as per reviewer comments
ParagEkbote Mar 30, 2026
e70787b
Signed-off-by: Parag Ekbote <thecoolekbote189@gmail.com>
ParagEkbote Apr 2, 2026
2e2decc
update gradio dep for trackio
ParagEkbote Apr 2, 2026
74dd910
Merge branch 'master' into add-trackio-integration-for-ray
pseudo-rnd-thoughts Apr 2, 2026
de312bb
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote Apr 21, 2026
2936aaf
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote Apr 22, 2026
4c09e0b
rm gradio test bump
ParagEkbote Apr 22, 2026
ab1215b
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote Apr 30, 2026
587c124
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote May 1, 2026
ba60cda
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote May 8, 2026
d49c08e
update deps
ParagEkbote May 19, 2026
5deb5ae
Merge branch 'master' into add-trackio-integration-for-ray
ParagEkbote May 19, 2026
f709ead
update deps
ParagEkbote May 19, 2026
c631f06
Merge branch 'add-trackio-integration-for-ray' of https://github.com/…
ParagEkbote May 19, 2026
4e370f6
update deps
ParagEkbote May 19, 2026
5815cde
update deps
ParagEkbote May 19, 2026
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13 changes: 13 additions & 0 deletions doc/source/tune/api/logging.rst
Original file line number Diff line number Diff line change
Expand Up @@ -92,6 +92,19 @@ See the :doc:`tutorial here </tune/examples/tune-comet>`.

~air.integrations.comet.CometLoggerCallback

Trackio Integration
------------------------------

Tune also provides a logger for `Trackio <https://huggingface.co/docs/trackio/index>`_.
You can install Trackio via ``pip install trackio``.
See the :doc:`tutorial here </tune/examples/tune-trackio>`.

.. autosummary::
:nosignatures:
:toctree: doc/

~air.integrations.trackio.TrackioLoggerCallback

Aim Integration
---------------

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1 change: 1 addition & 0 deletions doc/source/tune/examples/index.rst
Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,7 @@ Experiment tracking tools
MLflow Example <tune-mlflow>
Aim Example <tune-aim>
Comet Example <tune-comet>
Trackio Example <tune-trackio>
Comment thread
ParagEkbote marked this conversation as resolved.

Ray Tune integrates with some popular Experiment tracking and management tools,
such as CometML, or Weights & Biases. For how
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