kubeflow/sdk

Simplify SparkConnectState to align with Spark Operator state model about 18 hours ago

good first issue help wanted kind/feature area/spark

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add End-to-End Workflow Tutorial 3 days ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

bug(trainer): wait_for_job_status() accepts zero or negative polling_interval causing CPU busy-loop or cryptic error 7 days ago

good first issue help wanted kind/bug needs-triage

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Document how to use `options` with TrainerClient 8 days ago

good first issue help wanted area/docs

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add structured and configurable logging support to Kubeflow SDK 15 days ago

good first issue help wanted kind/feature

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Ensure Control Plane Availability During Kubeflow SDK Client Creation about 1 month ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Document Local Development about 1 month ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

update_overrides.py drops Security overrides header on repeated runs about 2 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Create unit tests for the OptimizerClient() 2 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

[SDK] Get the correct TrainJob components using `get_job()` API 3 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Enhance API Reference 3 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Document data and model initializers 3 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

[SDK] Snapshot users' workspace into distributed TrainJob workload 4 months ago

help wanted kind/feature lifecycle/frozen

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

feat(container): Run dataset and model initializers in parallel 4 months ago

good first issue help wanted kind/feature area/local

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Update Kubeflow SDK docs for SparkClient 4 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

refactor(spark): Remove manual type validation from SparkClient.connect() 4 months ago

good first issue help wanted area/spark

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add examples for `sdk` for users to try 4 months ago

good first issue help wanted kind/feature kind/discussion area/docs

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

refactor(spark): Re-use Spark Python models from PyPI instead of custom dataclasses 5 months ago

good first issue help wanted area/spark

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add support for dataset and model initializers in container backend 5 months ago

good first issue help wanted kind/feature area/local

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Support namespaced TrainingRuntime in the SDK 5 months ago

good first issue help wanted kind/feature

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

test(spark): Refactor unit tests to follow Kubeflow SDK coding standards 5 months ago

good first issue help wanted area/testing area/spark

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Update AGENTS.md with OptimizerClient and new features 6 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Adopt external changelog generation tool 6 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add `get_job_events()` API 6 months ago

good first issue help wanted kind/feature area/trainer area/optimizer

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add callbacks to the `wait_for_job_status()` API 6 months ago

good first issue help wanted kind/feature area/trainer area/optimizer

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add custom instructions for GitHub Copilot 7 months ago

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kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

[SDK] Generate Docs for Kubeflow SDK 7 months ago

good first issue help wanted area/docs

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Approve workflows with `/ok-to-test` label 8 months ago

good first issue help wanted kind/feature

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Add AGENTS.MD for AI-assisted development 9 months ago

good first issue help wanted kind/feature

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

Expose TrainJob labels and annotations in the SDK 10 months ago

good first issue help wanted kind/feature

kubeflow/sdk

123

Universal Python SDK to run AI workloads on Kubernetes

Python

#ai#distributed#fine-tuning#huggingface#hyperparameter-optimization#jax#kubeflow#llm#machine-learning#mlops#python#pytorch#torch#trainer

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