Update module github.com/kubeflow/trainer/v2 to v2.1.0

[red-hat-konflux]

This PR contains the following updates:

Package	Change	Age	Confidence
github.com/kubeflow/trainer/v2	v2.0.0 -> v2.1.0

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Release Notes

kubeflow/trainer (github.com/kubeflow/trainer/v2)

v2.1.0

Compare Source

This is Kubeflow Trainer v2.1.0 release.

kubectl apply --server-side -k "https://github.com/kubeflow/trainer.git/manifests/overlays/manager?ref=v2.1.0"
kubectl apply --server-side -k "https://github.com/kubeflow/trainer.git/manifests/overlays/runtimes?ref=v2.1.0"

You can now install controller manager with Helm charts 🚀

helm install kubeflow-trainer oci://ghcr.io/kubeflow/charts/kubeflow-trainer --version 2.1.0

For more information, please see the Kubeflow Trainer docs

Breaking Changes

• feat(api): Replace deprecated PodSpecOverrides API with PodTemplateOverrides in TrainJob (#​2785 by @​xigang)
• feat(operator): Replace TrainJob controller settings with the Config API (#​2879 by @​kapil27)
• chore(operator): Upgrade JobSet to v0.10.1 (#​2875 by @​astefanutti)
• chore(operator): Upgrade Kubernetes to v1.34 (#​2804 by @​astefanutti)
• Upgrade Kubernetes to v1.33 (#​2756 by @​astefanutti)

New Features

Distributed AI Data Cache

• feat(cache): KEP-2655: Adding default runtime with cache and example (#​2928 by @​akshaychitneni)
• feat(cache): KEP-2655 - Supporting readiness probes on cache nodes (#​2920 by @​akshaychitneni)
• feat(cache): KEP-2655 - Add build pipeline and address vulnerabilities for data_cache (#​2890 by @​akshaychitneni)
• feat(cache): KEP-2655: Adding cache initializer (#​2793 by @​akshaychitneni)
• feat: KEP-2655: Add data cache system (#​2755 by @​akshaychitneni)

LLM Post-Training

• feat(runtimes): Add LoRA/QLoRA/DoRA support in LLM Trainer V2 (#​2832 by @​Electronic-Waste)
• feat: Add Qwen 2.5 1.5b runtime, example and fix gpu e2e test (#​2835 by @​jaiakash)
• feat(runtimes): Support Distributed MLX on CUDA (#​2790 by @​andreyvelich)

Kueue Enhancements

• Support Topology Aware Scheduling for TrainJobs (kubernetes-sigs/kueue#7249 by @​kaisoz)
• fix: Allow multiple podSpec overrides to target the same TargetJob (#​2880 by @​kaisoz)
• feat: support affinity in TrainJob pod spec overrides (#​2796 by @​toVersus)
• feat: Add schedulingGates to PodSpecOverrides (#​2700 by @​astefanutti)

Volcano Scheduler

• feat: KEP-2437 - PodGroup Creation for Volcano Scheduler (#​2729 by @​Doris-xm)
• feat(docs): KEP-2437-Support Volcano Scheduler in Kubeflow Trainer V2 (#​2672 by @​Doris-xm)

API Updates

• feat(runtimes): add support for launcher resource allocation in MPI jobs (#​2653 by @​jskswamy)
• feat: Add PodTemplateOverrides into TrainJob V2 API (#​2882 by @​xigang)
• feat(api): Sync TrainJob JobsStatus from JobSet ReplicatedJobsStatus (#​2802 by @​astefanutti)
• feat: support imagePullSecrets in TrainJob pod spec overrides (#​2806 by @​toVersus)
• feat(operator): enforce RFC 1035 validation for TrainJob name (#​2767 by @​juniemariam)

Bug Fixes

• [release-2.1] fix(ci): Fix the Kubeflow SDK installation with Docker (#​2927 by @​andreyvelich)
• fix(manifests): Add RBAC rules for Leases in Helm Charts (#​2901 by @​astefanutti)
• fix(docs): correct example usage in KEP-2437-Support-Volcano-Scheduler (#​2898 by @​Doris-xm)
• fix(api): Keep mpiImplementation field a pointer (#​2897 by @​astefanutti)
• fix(api): Fix lint errors for the config API (#​2896 by @​astefanutti)
• fix: charts dependencies (#​2892 by @​ls-2018)
• fix(runtimes): fix missing dependency in torchtune trainer image. (#​2887 by @​Electronic-Waste)
• fix(ci): Add latest image tag only for the master branch (#​2854 by @​andreyvelich)
• fix: read only permission for PRs (#​2829 by @​jaiakash)
• fix: read only permission for PRs (#​2827 by @​jaiakash)
• fix: update examples to reflect func_args now being unpacked (#​2815 by @​briangallagher)
• fix(examples): Update get_job_logs() API in examples (#​2813 by @​andreyvelich)
• fix: teraform for oci gpu based vm (#​2810 by @​jaiakash)
• fix(api): Regenerate TrainJob CRD (#​2805 by @​astefanutti)
• fix(ci): disable Unit and Integration Test - Go gh action in forked repos (#​2746 by @​milinddethe15)
• fix(manifests): Add missing permissions for the RuntimeClass and LimitRange (#​2787 by @​tenzen-y)
• fix: update kubeflow sdk reference (#​2780 by @​kramaranya)
• fix(api): update license path for kubeflow_trainer_api (#​2778 by @​kramaranya)
• fix(runtimes): Set numProcPerNode: 1 in DeepSpeed Runtime (#​2774 by @​andreyvelich)
• fix(docs): update KEP-2401 according to current implementation. (#​2765 by @​Electronic-Waste)
• fix(ci): Remove coverage from Go integration tests (#​2773 by @​andreyvelich)
• fix(api): Fix license path for Kubeflow Trainer Python API (#​2771 by @​andreyvelich)
• fix(examples): Update the argument for Runtime framework (#​2766 by @​andreyvelich)
• fix(test): Fix Ginkgo command for integration tests (#​2758 by @​astefanutti)
• fix: fix the command for fetching Kubeflow Trainer version in the issue template (#​2732 by @​rudeigerc)
• fix(manifests): add rbac config of events for event recorders (#​2731 by @​rudeigerc)
• fix(manifests): fix position of labels of dataset-initializer from pod to job (#​2719 by @​rudeigerc)
• fix(module): Change Go module name to v2 (#​2707 by @​andreyvelich)
• fix(plugins): Fix some errors in torchtune mutation process. (#​2675 by @​Electronic-Waste)
• fix(manifests): Update manifests to enable LLM fine-tuning workflow with CTR and TrainJob yaml files (#​2669 by @​Electronic-Waste)
• fix(rbac): Add required RBAC to update ClusterTrainingRuntimes on OpenShift (#​2682 by @​astefanutti)

Misc

• [release-2.1] feat: Adding local execution example notebook (#​2924 by @​Fiona-Waters)
• feat(manifests): Publish Kubeflow Trainer Helm charts (#​2917 by @​adity1raut)
• [release-2.1] chore(operator): Use SSA throughout runtime framework (#​2912 by @​astefanutti)
• [release-2.1] feat(initializer): add s3 model and dataset initializers (#​2911 by @​rudeigerc)
• feat(operator): Add validation for required containers in replicatedJobs (#​2722 by @​Electronic-Waste)
• feat: add controller manager configuration helm chart (#​2895 by @​kapil27)
• chore(ci): Enable Kubernetes API Linter (#​2858 by @​astefanutti)
• feat(runtimes): implement clusterTrainingRuntime deprecation process (#​2791 by @​tdn21)
• feat: add HF token and allow gpu workflow to run from pull request target (#​2818 by @​jaiakash)
• feat(docs): KEP-2442-Support JAX Training Runtime (#​2643 by @​mahdikhashan)
• chore(test): Support e2e cluster setup with Podman (#​2861 by @​astefanutti)
• chore(runtimes): Upgrade torchtune version to v0.6.1 (#​2876 by @​Electronic-Waste)
• chore(operator): Upgrade JobSet to v0.10.1 (#​2875 by @​astefanutti)
• feat(docs): Update Trainer diagram and SDK release (#​2867 by @​andreyvelich)
• feat(docs): Add changelog for Kubeflow Trainer v2.0.1 (#​2864 by @​andreyvelich)
• fix(docs): Update the release document to push all changes (#​2865 by @​andreyvelich)
• chore: Install released version of Kubeflow SDK (#​2857 by @​kramaranya)
• chore(ci): Ignore generated files in .gitattributes (#​2855 by @​andreyvelich)
• feat: Add a public function to create runtime info objects (#​2837 by @​kaisoz)
• chore(test): add uts for coscheduling plugin. (#​2582 by @​IRONICBo)
• feat(ci): Add Trivy Vulnerability Scan (#​2826 by @​andreyvelich)
• chore: merge test cases using PodSpecOverrides into a single case (#​2822 by @​toVersus)
• chore(runtimes): update torchtune CTRs with multiple dependson feature in jobset v0.9.0 (#​2823 by @​Electronic-Waste)
• chore(operator): Bump JobSet to v0.9.0 version (#​2821 by @​andreyvelich)
• feat(docs): How to release Python API modules (#​2786 by @​andreyvelich)
• feat: support for managing gpu enabled self runner infra (#​2762 by @​jaiakash)
• chore: Nominate @​astefanutti as Kubeflow Trainer approver (#​2808 by @​andreyvelich)
• chore: deflake test to ensure runtime is created before creating trainjob (#​2807 by @​toVersus)
• feat: KEP-2432: GPU Testing for LLM Blueprints (#​2689 by @​jaiakash)
• chore(docs): Add license scan report and status (#​2788 by @​fossabot)
• chore: Remove tool.hatch.build.targets.wheel from pyproject (#​2803 by @​kramaranya)
• chore: Add unit tests for pkg/apply (#​2479 by @​akagami-harsh)
• chore(runtimes): Remove MPI pi Runtime (#​2760 by @​andreyvelich)
• chore(runtimes): Update packages in DeepSpeed runtime and fix T5 example (#​2781 by @​andreyvelich)
• feat: run workflows on /ok-to-test label (#​2639 by @​milinddethe15)
• feat: Add security contexts to controller managers (#​2759 by @​kunal-511)
• feat(docs): Introduce latest news to the README (#​2769 by @​andreyvelich)
• feat(runtimes): Add Framework Label to the Runtimes (#​2761 by @​andreyvelich)
• feat(runtimes): Remove command from the Runtimes with CustomTrainer (#​2754 by @​andreyvelich)
• feat(docs): Kubeflow Trainer ROADMAP 2025 (#​2748 by @​andreyvelich)
• chore(docs): Add Changelog for Kubeflow Trainer v2.0.0 (#​2743 by @​andreyvelich)
• chore: update github runners to oci gh arc runners (#​2739 by @​koksay)
• feat(operator): force trainjob name to be compliant with RFC 1035 for jobset (#​2734 by @​rudeigerc)
• chore(ci): Add GitHub action to verify PR titles (#​2724 by @​andreyvelich)
• feat(docs): Guide to report security vulnerability (#​2718 by @​andreyvelich)
• chore: Upgrade JobSet to version 0.8.2 (#​2726 by @​astefanutti)
• Add Red Hat to ADOPTERS.md (#​2714 by @​terrytangyuan)
• chore(docs): Add Changelog for v2.0.0-rc.1 (#​2709 by @​andreyvelich)
• chore(docs): Update Release Guide (#​2710 by @​andreyvelich)
• chore: Copy generated CRDs into Helm charts (#​2703 by @​astefanutti)
• feat(example): Add alpaca-trianjob-yaml.ipynb. (#​2670 by @​Electronic-Waste)
• feat: Mutable PodSpecOverrides for suspended TrainJob (#​2683 by @​astefanutti)
• chore: Replace the deprecated intstr.FromInt with intstr.FromInt32 (#​2695 by @​tenzen-y)
• chore: Remove the vendor specific parameters (#​2691 by @​tenzen-y)
• KEP-2170: Add the manifests overlay for Kubeflow Training V2 (#​2382 by @​Doris-xm)
• chore(runtime): Bump Torch to 2.7.1 and DeepSpeed to 0.17.1 (#​2685 by @​andreyvelich)
• chore(helm): Sync ClusterRule in Helm chart (#​2686 by @​astefanutti)
• Add Changelog for Trainer v2.0.0-rc.0 (#​2666 by @​kramaranya)
• feat(initializer): Updated base image to Debian image and changed install commands compatible with Debian image (#​2528 by @​Debabrata47)

Full Changelog

v2.0.1

Compare Source

New Features

• [release-2.0] feat: Add a public function to create runtime info objects (#​2846 by @​kaisoz)

Bug Fixes

• [release-2.0] fix(runtimes): Set numProcPerNode: 1 in DeepSpeed Runtime (#​2863 by @​andreyvelich)
• [release-2.0] fix(ci): Add latest image tag only for the master branch (#​2862 by @​andreyvelich)
• [release-2.0] fix: update examples to reflect func_args now being unpacked (#​2815) (#​2853 by @​astefanutti)
• [release-2.0] fix(examples): Update get_job_logs() API in examples (#​2813) (#​2852 by @​astefanutti)
• [release-2.0] feat(runtimes): Add Framework Label to the Runtimes (#​2761) (#​2851 by @​astefanutti)
• [release-2.0] fix(examples): Update the argument for Runtime framework (#​2766) (#​2850 by @​astefanutti)
• [release-2.0] fix: update kubeflow sdk reference (#​2780) (#​2847 by @​astefanutti)
• [release-2.0] fix(api): Fix license path for Kubeflow Trainer Python API (#​2772 by @​andreyvelich)

Full Changelog

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Documentation

Find out how to configure dependency updates in MintMaker documentation or see all available configuration options in Renovate documentation.

[red-hat-konflux]

ℹ Artifact update notice

File name: go.mod

In order to perform the update(s) described in the table above, Renovate ran the go get command, which resulted in the following additional change(s):

• 16 additional dependencies were updated

Details:

Package	Change
github.com/onsi/gomega	v1.37.0 -> v1.38.2
github.com/prometheus/client_golang	v1.22.0 -> v1.23.2
github.com/prometheus/common	v0.62.0 -> v0.66.1
github.com/go-openapi/jsonpointer	v0.21.0 -> v0.21.1
github.com/go-openapi/swag	v0.23.0 -> v0.23.1
github.com/prometheus/client_model	v0.6.1 -> v0.6.2
github.com/prometheus/procfs	v0.15.1 -> v0.16.1
golang.org/x/net	v0.38.0 -> v0.43.0
golang.org/x/oauth2	v0.27.0 -> v0.30.0
golang.org/x/sys	v0.32.0 -> v0.35.0
golang.org/x/term	v0.30.0 -> v0.34.0
golang.org/x/text	v0.23.0 -> v0.28.0
golang.org/x/time	v0.10.0 -> v0.11.0
google.golang.org/protobuf	v1.36.5 -> v1.36.8
sigs.k8s.io/controller-runtime	v0.21.0 -> v0.22.3
sigs.k8s.io/jobset	v0.8.2 -> v0.10.1