c6054de898
trainer: Deploy the Released Version ( #4156 )
...
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
2025-07-25 14:00:03 +00:00
add96db991
website: use OWNERS to set area labels on PRs ( #4154 )
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* chore: use OWNERS to set area labels
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* chore: update PR template
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
---------
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
2025-07-23 15:22:01 +00:00
37b5f82cf3
trainer: User guide for PyTorch Training ( #4053 )
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* Add PyTorch guide
Co-authored-by: izuku-sds <izuku.labs@gmail.com>
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Refactor PyTorch Guide
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Fix some text
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Add next steps to getting started
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update content/en/docs/components/trainer/user-guides/pytorch.md
Co-authored-by: Anya Kramar <akramar@redhat.com>
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update content/en/docs/components/trainer/user-guides/pytorch.md
Co-authored-by: Antonin Stefanutti <astefanutti@users.noreply.github.com>
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Change text for FSDP
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Rename to PyTorch nodes
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Remove step from get_job_logs
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Remove TODOs
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update content/en/docs/components/trainer/user-guides/pytorch.md
Co-authored-by: Antonin Stefanutti <astefanutti@users.noreply.github.com>
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update DDP description
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Remove SDK API name from title
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Rename to Kubeflow SDK
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Add Prerequisites
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Add todos
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
---------
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
Co-authored-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
Co-authored-by: Anya Kramar <akramar@redhat.com>
Co-authored-by: Antonin Stefanutti <astefanutti@users.noreply.github.com>
2025-07-22 16:15:58 +00:00
3027fc3fc6
spark-operator: Documentation to integrate Spark Operator and Notebooks ( #4141 )
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* Documentation to integrate Spark Operator and Notebooks
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
* updated documentation
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
* updated getting started
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
* cleaning up
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
* add jeg link
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
* fixed kubeflow logo in diagram
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
* standardize terminology
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
---------
Signed-off-by: Fellipe Resende <fellipe.barros.resende@gmail.com>
2025-07-21 14:01:58 +00:00
52c8955a9b
model-registry: update Model Registry architecture for MLMD removal ( #4148 )
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* model-registry: update Model Registry architecture for MLMD removal
Update architecture documentation to reflect the removal of ML-Metadata
C++ server dependency and transition to direct RDBMS backend operations.
- Replace ML-Metadata C++ server references with RDBMS backend
- Remove gRPC references of MLMD
- Add link to logical model documentation
- Update project documentation link
- Improve grammar and consistency throughout the document
Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
* Update content/en/docs/components/model-registry/reference/architecture.md
Co-authored-by: Alessio Pragliola <83355398+Al-Pragliola@users.noreply.github.com>
Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
---------
Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
Co-authored-by: Alessio Pragliola <83355398+Al-Pragliola@users.noreply.github.com>
2025-07-18 09:41:41 +00:00
81dc23e071
model-registry: update architecture ( #4147 )
...
Follow-up to https://github.com/kubeflow/model-registry/issues/865
Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
2025-07-18 07:46:40 +00:00
7ea872aa1b
trainer: migration guide from training operator to Trainer V2 ( #4142 )
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* migration guide deom training operator to kubeflow trainer V2
Signed-off-by: akiseakusa <sadhvi8807@gmail.com>
* Update documentation with default Torch runtime and TrainJob override
Signed-off-by: akiseakusa <sadhvi8807@gmail.com>
* workflow write permission added
Signed-off-by: akiseakusa <sadhvi8807@gmail.com>
* Remove permission from workflow
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update the migration guide
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
---------
Signed-off-by: akiseakusa <sadhvi8807@gmail.com>
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
Co-authored-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
2025-07-17 19:56:40 +00:00
0453687e2b
trainer: Update Kubeflow Trainer personas diagram ( #4144 )
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* trainer: Update Kubeflow Trainer personas diagram
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update personas
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update Lifecycle Diagram
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update runtime guide
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Add dependsOn
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
---------
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
2025-07-16 15:42:39 +00:00
ab27782aee
trainer: Documentation for Runtime Guide ( #4054 )
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* initial commit
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* reviewed-changes
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* refined commit
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* changes
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* revised changes: Runtime.md
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* merge commit
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* modified commit
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* modified commit
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
---------
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
2025-07-16 14:51:39 +00:00
b593f10706
pipelines: Control Flow - remove unsupported banners ( #4143 )
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Current implemented features on master for pipelines that will be available for 2.6:
loop parallelism - https://github.com/kubeflow/pipelines/pull/10798
oneOf - https://github.com/kubeflow/pipelines/pull/11196
dsl.Collected - https://github.com/kubeflow/pipelines/pull/11725
PipelineTaskFinalStatus - https://github.com/kubeflow/pipelines/pull/11953
Signed-off-by: Michael <m.zazula@gmail.com>
2025-07-11 21:31:53 +00:00
63a12d7a47
katib: Update LLM HP tuning guide to clarify tunable fields and fix resource section ( #4067 )
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* Update Katib LLM HP tuning guide: clarify tunable fields, fix resources config, remove unsupported params
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
* fixed broken link
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
* added cross refereencing of huggingface params to the legacy trainer v1 docs instead of referring in the llm-hp file
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
* changed the broken link
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
* removed a false positive
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
* removed the unrelated params and moved the s3dataset params to the legacy trainer docs
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
* Changed the title from hugging face params to dataset and model parameter classes
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
* fixed a broken link due to change in name
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
---------
Signed-off-by: SanthoshToorpu <toorpusanthosh@gmail.com>
2025-06-17 15:39:09 +00:00
77b9ce9bbe
pipelines: fix link in `Migrate to Kubeflow Pipelines v2` ( #4049 )
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Signed-off-by: M!l!nd <99114125+milinddethe15@users.noreply.github.com>
2025-06-17 14:08:10 +00:00
8a99b4da04
spark-operator: Document how to monitor with jmx and prometheus ( #4098 )
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Signed-off-by: Fabrice Jammes <fabrice.jammes@clermont.in2p3.fr>
2025-06-17 14:05:09 +00:00
f3d6b27d7d
pipelines: Update pipeline concept docs ( #4074 )
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* created IR YAML concept page
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* updated pipeline and pipeline root concept pages
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* updated links
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* Update content/en/docs/components/pipelines/concepts/pipeline.md
Co-authored-by: Ricardo Martinelli de Oliveira <rmartine@redhat.com>
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* fixed formatting issues
Co-authored-by: Helber Belmiro <helber.belmiro@gmail.com>
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* removed external vendor platform mention
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* link formatting
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* minor formatting
Co-authored-by: Helber Belmiro <helber.belmiro@gmail.com>
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
fixed word plurality
Co-authored-by: Helber Belmiro <helber.belmiro@gmail.com>
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* fixed link issues
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
---------
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
Co-authored-by: Ricardo Martinelli de Oliveira <rmartine@redhat.com>
Co-authored-by: Helber Belmiro <helber.belmiro@gmail.com>
2025-06-17 14:04:09 +00:00
efb1156f29
docs(pipelines): Add troubleshooting tip for standalone Pipelines installation ( #4084 )
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* docs(pipelines): add troubleshooting tip for installation using platform-agnostic path
Some users reported pod crashes (e.g., proxy-agent, workflow-controller) when following the default installation instruction using `env/dev`. This patch adds a troubleshooting tip to use `env/platform-agnostic` as an alternative.
Verified working on Minikube with v2.0.0, based on community suggestions (see kubeflow/pipelines#9546 ).
Fixes kubeflow/pipelines#11757
Signed-off-by: Yunkai Li <54110380+kaikaila@users.noreply.github.com>
* Correct the format of "3 minutes to complete"
Signed-off-by: Yunkai Li <54110380+kaikaila@users.noreply.github.com>
---------
Signed-off-by: Yunkai Li <54110380+kaikaila@users.noreply.github.com>
2025-06-17 14:01:09 +00:00
5dec790d73
Update benchmarking.md
...
Signed-off-by: MonkeyCanCode <yongzheng0809@gmail.com>
2025-06-10 13:54:36 -05:00
5e7a27edab
trainer: Update SDK source repo ( #4126 )
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* Update Trainer SDK source repo
Signed-off-by: Eoin Fennessy <efenness@redhat.com>
* Update Trainer SDK link
Signed-off-by: Eoin Fennessy <efenness@redhat.com>
---------
Signed-off-by: Eoin Fennessy <efenness@redhat.com>
2025-06-10 01:05:48 +00:00
e683c0c084
spark-operator: Remove docs associated with sparkctl ( #4089 )
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Signed-off-by: Yi Chen <github@chenyicn.net>
2025-06-06 04:38:16 +00:00
fc0b2afa57
model-registry: add Al-Pragliola in approvers ( #4124 )
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Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
2025-06-02 11:59:23 +00:00
7718b11b08
add a new s3.forcePathStyle configuration parameter to the samples. ( #3885 )
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Signed-off-by: arpechenin <arpechenin@avito.ru>
2025-05-22 11:59:20 +00:00
85b5867c7e
model-registry: bump version to 0.2.18 ( #4114 )
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* model-registry: bump version to 0.2.18
Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
* reflect manifest changes for standalone installation
Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
Co-authored-by: Alessio Pragliola <83355398+Al-Pragliola@users.noreply.github.com>
---------
Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
Co-authored-by: Alessio Pragliola <83355398+Al-Pragliola@users.noreply.github.com>
2025-05-20 08:56:36 +00:00
d67c9a2830
model-registry: better link to issue selector screen ( #4107 )
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Signed-off-by: Matteo Mortari <matteo.mortari@gmail.com>
2025-05-19 18:14:36 +00:00
54005ba799
pipelines: Add KFP documentation for importing modelcars ( #4097 )
...
Signed-off-by: mprahl <mprahl@users.noreply.github.com>
2025-05-07 20:49:41 +00:00
d95e60f796
model-registry: add YAML manifest example for creating InferenceService ( #4048 )
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* add YAML manifest example for creating InferenceService
Signed-off-by: milinddethe15 <milinddethe15@gmail.com>
* Update content/en/docs/components/model-registry/getting-started.md
Co-authored-by: Matteo Mortari <matteo.mortari@gmail.com>
Signed-off-by: M!l!nd <99114125+milinddethe15@users.noreply.github.com>
* Update content/en/docs/components/model-registry/getting-started.md
Co-authored-by: Matteo Mortari <matteo.mortari@gmail.com>
Signed-off-by: M!l!nd <99114125+milinddethe15@users.noreply.github.com>
---------
Signed-off-by: milinddethe15 <milinddethe15@gmail.com>
Signed-off-by: M!l!nd <99114125+milinddethe15@users.noreply.github.com>
Co-authored-by: Matteo Mortari <matteo.mortari@gmail.com>
2025-05-06 19:55:40 +00:00
3704da997f
trainer: update fine-tune example to use `eval_strategy` ( #4099 )
...
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
2025-05-02 13:43:04 +00:00
23d50fea25
pipelines: updated KFP component concept page ( #4062 )
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* updated KFP component concept page
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* fix links
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* added back next steps section
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* minor wording changes
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* added todo comment
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* minor updates
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* small formatting updates
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* fixed link, small formatting
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* Update content/en/docs/components/pipelines/concepts/component.md
Co-authored-by: Matt Prahl <mprahl@users.noreply.github.com>
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
* replaced hard-coded image with command for maintainability
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
---------
Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
Co-authored-by: Matt Prahl <mprahl@users.noreply.github.com>
2025-04-25 13:33:58 +00:00
239078a929
fix: getting-started broken link ( #4091 )
...
Signed-off-by: Rahul k <83643646+rahulk789@users.noreply.github.com>
2025-04-25 13:27:59 +00:00
b75743b25e
pipelines: Updated Pipelines' OWNERS file ( #4087 )
...
Signed-off-by: Helber Belmiro <helber.belmiro@gmail.com>
2025-04-14 19:49:22 +00:00
5c9995dedb
pipelines: Added proxy documentation ( #4073 )
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* pipelines: Added proxy documentation
Signed-off-by: Helber Belmiro <helber.belmiro@gmail.com>
* Update content/en/docs/components/pipelines/operator-guides/server-config.md
Co-authored-by: Matt Prahl <mprahl@users.noreply.github.com>
Signed-off-by: Helber Belmiro <helber.belmiro@gmail.com>
* pipelines: Removed unneeded sections
Signed-off-by: Helber Belmiro <helber.belmiro@gmail.com>
---------
Signed-off-by: Helber Belmiro <helber.belmiro@gmail.com>
Co-authored-by: Matt Prahl <mprahl@users.noreply.github.com>
2025-04-14 17:51:21 +00:00
d812996056
notebooks: update container images to ghcr.io ( #4082 )
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* chore(notebooks): update container images to ghcr.io
Signed-off-by: Alessio Pragliola <seth.pro@gmail.com>
* fix(notebooks): remove additional kubeflow/ from links
Signed-off-by: Alessio Pragliola <seth.pro@gmail.com>
---------
Signed-off-by: Alessio Pragliola <seth.pro@gmail.com>
2025-04-11 15:47:06 +00:00
0d462bd03e
trainer: Add documentation for the MultiKueue and spec.managedBy API ( #3956 )
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* resolves kubeflow/training/#2279
Signed-off-by: Garvit-77 <garvitname@gmail.com>
* Update content/en/docs/components/training/user-guides/managedby.md
Co-authored-by: Michał Woźniak <mimowo@users.noreply.github.com>
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Update content/en/docs/components/training/user-guides/managedby.md
Co-authored-by: Michał Woźniak <mimowo@users.noreply.github.com>
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Update content/en/docs/components/training/user-guides/managedby.md
Co-authored-by: Michał Woźniak <mimowo@users.noreply.github.com>
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Update content/en/docs/components/training/user-guides/managedby.md
Co-authored-by: Michał Woźniak <mimowo@users.noreply.github.com>
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Update content/en/docs/components/training/user-guides/managedby.md
Co-authored-by: Michał Woźniak <mimowo@users.noreply.github.com>
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Update content/en/docs/components/training/user-guides/managedby.md
Co-authored-by: Michał Woźniak <mimowo@users.noreply.github.com>
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Create managedby.md
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Delete content/en/docs/components/training/user-guides/managedby.md
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Comments-updated
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Update tensorflow.md
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* Updated weight managedby.md
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
* updated
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
---------
Signed-off-by: Garvit-77 <garvitname@gmail.com>
Signed-off-by: Garvit Khandelwal <70192868+Garvit-77@users.noreply.github.com>
Co-authored-by: Michał Woźniak <mimowo@users.noreply.github.com>
2025-04-10 18:13:14 +00:00
4f092f1576
website: Add dark theme ( #3981 )
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* Add dark theme to website
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Fix white borders on images in dark mode
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Fix tables in dark mode
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Fix home action buttons on very small screens
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Undo architecture diagram changes
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Update trainer homepage copy based on review
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Make variables for KF colors
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Update search colors based on review
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Use project logos with words on homepage
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* Make home section borders gray
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
---------
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
2025-03-30 01:45:29 +00:00
d116f2d311
trainer: Update Slack channel ( #4059 )
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* trainer: Update Slack channel
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Fix link
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
---------
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
2025-03-26 21:06:17 +00:00
260ae4bce3
pipelines: Improvements to the KFP overview doc ( #4057 )
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Signed-off-by: Daniel Dowler <12484302+dandawg@users.noreply.github.com>
2025-03-25 12:07:50 +00:00
de75668704
katib: [USERGUIDE] LLM Hyperparameter Optimization API ( #3952 )
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* add base md
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update title and description
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add draft code
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add prerequisites
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add huggingface api details,s3 api, update example
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* remove redundant text
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add HuggingFaceTrainerParams description
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update prerequisites
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update code example
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add sections
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* replace langauge models with large language models
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve prerequisites
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* algorithm_name is optional
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* objective_type is optional
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* objective_metric_name is optional
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* remove redundant example
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* change tune args to optional
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add search api
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update link title
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add two scenarios for tune function with custom objective or loading model and parameters from hugging face
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add link for custom objective function example
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve tune section
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve title
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* fix failing ci
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add warning of alpha api
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve links
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve python code consistency
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* define search space for r in LoraConfig
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* remove redundant line
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* make sure imports are all consistent in snippets
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve link
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve fine-tune section
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve links in prerequisites
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve structure of integrations section
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* add missing import
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* replace local address instead of hardcoded link to website
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* fix import
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* use hyperparameter optimization instead of fine-tune
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* fix header levels
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* replace code import
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* replace name
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* replace definition of distributed training
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* decrease header level
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* decrease header level
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update configuration for `resource_per_trial`
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update header title
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update training operator control plane
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* improve prerequisites
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update prerequisites
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update page into description
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update page description
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* update page title and adjust description letter
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* move the doc to the parent folder
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* remove section
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* modify message of the page
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* fix typo
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* fix typo
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
* mention Training Operator
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
---------
Signed-off-by: mahdikhashan <mahdikhashan1@gmail.com>
2025-03-25 11:33:51 +00:00
a534660c58
trainer: update getting-started.md to reflect API changes ( #4058 )
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Signed-off-by: Eoin Fennessy <efenness@redhat.com>
2025-03-25 11:15:50 +00:00
b4f1910259
model-registry: update the installation guide ( #4042 )
...
I found installing model registry from the instructions on the website
to be rather hard to do. The instructions don't actually have all the
steps needed, so it sent me to the README in the manifests repo. Which,
confusingly, sent me right back to the website. Neither document is
entirely complete so I had to coble together bits from both places.
I'm assuming these instructions are primarily useful to existing
Kubeflow users who want to try out model registry so I've rewritten the
"Installing on Kubeflow Platform" section with the idea to get those
users up and running quickly. I'm further assuming that these users will
want the UI (I mean, it's a good UI, who wouldn't?) so we can cut the
"if you want the UI verbage" and simplify some of the commands.
Signed-off-by: Paul Boyd <pboyd@redhat.com>
2025-03-20 16:50:03 +00:00
11d6166464
spark-operator: customize spark operator ( #4040 )
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Signed-off-by: Yi Chen <github@chenyicn.net>
2025-03-20 10:39:41 +00:00
59469d8525
trainer: update get-started example of trainer. ( #4041 )
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Signed-off-by: Electronic-Waste <2690692950@qq.com>
2025-03-13 02:40:52 +00:00
a7641d3c82
feat: Kubeflow Spark Operator Benchmarks Docs ( #4030 )
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* feat: Spark Operator Benchmarks Docs
Signed-off-by: Vara Bonthu <vara.bonthu@gmail.com>
* Fixed image links in the doc
Signed-off-by: Vara Bonthu <vara.bonthu@gmail.com>
* Updated with links and added Future work and ACK section
Signed-off-by: Vara Bonthu <vara.bonthu@gmail.com>
---------
Signed-off-by: Vara Bonthu <vara.bonthu@gmail.com>
2025-03-12 03:12:35 +00:00
fb10cdafff
Fix Scheduling Policy doc for MPIJob ( #4033 )
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Signed-off-by: ttakahashi21 <takafumi.takahashi@hitachivantara.com>
2025-03-11 16:33:40 +00:00
7cb931dc86
Add model registry UI installation instructions ( #4013 )
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Signed-off-by: Lucas Fernandez <lucasfernandezaragon@gmail.com>
2025-03-03 13:55:45 +00:00
0a9eeff47c
Small updates to Central Dashboard docs ( #3946 )
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* update fix/broken links
Signed-off-by: varodrig <varodrig@redhat.com>
* minor updates to documentation
Signed-off-by: varodrig <varodrig@redhat.com>
* Update content/en/docs/components/central-dash/profiles.md
Co-authored-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
Signed-off-by: Valentina Rodriguez Sosa <64439402+varodrig@users.noreply.github.com>
* Update content/en/docs/components/central-dash/customize.md
Co-authored-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
Signed-off-by: Valentina Rodriguez Sosa <64439402+varodrig@users.noreply.github.com>
* Update content/en/docs/components/central-dash/profiles.md
Co-authored-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
Signed-off-by: Valentina Rodriguez Sosa <64439402+varodrig@users.noreply.github.com>
* Update content/en/docs/components/central-dash/profiles.md
Co-authored-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
Signed-off-by: Valentina Rodriguez Sosa <64439402+varodrig@users.noreply.github.com>
* remove lines
Signed-off-by: varodrig <varodrig@redhat.com>
* fix typos
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
* fix typos 2
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
---------
Signed-off-by: varodrig <varodrig@redhat.com>
Signed-off-by: Valentina Rodriguez Sosa <64439402+varodrig@users.noreply.github.com>
Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
Co-authored-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
2025-02-20 18:04:43 +00:00
83401cec8a
pipelines: Update wording Pipelines in Quick Start ( #4004 )
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* update fix/broken links
Signed-off-by: varodrig <varodrig@redhat.com>
* update wording
Signed-off-by: varodrig <varodrig@redhat.com>
---------
Signed-off-by: varodrig <varodrig@redhat.com>
2025-02-18 15:05:41 +00:00
27e999822d
katib metrics-collector: mention supported writers ( #3999 )
...
* katib metrics-collector: mention supported writers
See https://github.com/kubeflow/katib/pull/2467
Signed-off-by: Gary Miguel <garymm@garymm.org>
* add 'metrics' word
Signed-off-by: Gary Miguel <garymm@garymm.org>
---------
Signed-off-by: Gary Miguel <garymm@garymm.org>
2025-02-15 01:03:37 +00:00
8ad90c5a31
trainer: Add deprecation warning to Training Operator v1 docs ( #3997 )
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* trainer: Add deprecation warning to Training Operator v1 docs
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Fix redirects
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
---------
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
2025-02-15 00:25:37 +00:00
6aefa59614
Add Swagger UI for Model Registry ( #3980 )
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Signed-off-by: Mathew Wicks <5735406+thesuperzapper@users.noreply.github.com>
2025-02-14 22:29:37 +00:00
10b7063075
trainer: Initial Documentation for Kubeflow Trainer V2 ( #3958 )
...
* Kubeflow Trainer V2 Docs
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update index
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update Getting Started example
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Improve text
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Fix example
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
* Update diagram in light appearance
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
---------
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
2025-02-11 17:37:28 +00:00
51e4aeb21c
Update Spark Operator Prometheus Metrics Guide ( #3983 )
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Signed-off-by: Ratnopam Chakrabarti <ratnopamc@yahoo.com>
2025-02-11 11:27:29 +00:00
39839caf8a
Katib: Update env-variables.md ( #3987 )
...
Signed-off-by: M!l!nd <99114125+milinddethe15@users.noreply.github.com>
2025-02-10 16:49:06 +00:00
Andrey Velichkevich
Mathew Wicks
kundan kumar
Fellipe Resende
Matteo Mortari
Sadhvi
Garvit Khandelwal
Michael
SanthoshToorpu
M!l!nd
Fabrice Jammes
Daniel Dowler
Yunkai Li
MonkeyCanCode
Eoin Fennessy
Yi Chen
Anton Pechenin
Matt Prahl
Mahdi Khashan
Rahul k
Helber Belmiro
Alessio Pragliola
Eoin Fennessy
Paul Boyd
Shao Wang
Vara Bonthu
Takafumi Takahashi
Lucas Fernandez
Valentina Rodriguez Sosa
Gary Miguel
Ratnopam Charabarti