sdk good first issues (Python)

_memory_kubernetes_to_spark does not preserve byte count when converting decimal Kubernetes memory units (K/M/G/T) 1 day ago

good first issue help wanted kind/bug 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

Ensure Control Plane Availability During Kubeflow SDK Client Creation 4 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

docs: Improve Spark documentation navigation and structure to align with other Kubeflow SDK components 6 days ago

good first issue help wanted kind/feature lifecycle/stale 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

Simplify SparkConnectState to align with Spark Operator state model 9 days ago

good first issue help wanted kind/feature lifecycle/stale 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 structured and configurable logging support to Kubeflow SDK about 1 month 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

Move shared Spark and Trainer test helpers to kubeflow.common about 1 month ago

good first issue help wanted area/trainer 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

KEP-107: Move shared utilities for job submission into common module about 2 months ago

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

SparkConnect CR cleanup behavior on failure and SDK state mismatch about 2 months ago

good first issue help wanted kind/bug 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

KEP-107: Improve Spark E2E Robustness about 2 months ago

good first issue help wanted kind/feature 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

KEP-107: Remove `SparkJob` service account defaulting in Spark package about 2 months ago

good first issue help wanted kind/feature 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

KEP-107: Enable `SparkJob` driver resources to be configurable about 2 months ago

good first issue help wanted kind/feature 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

Standardize copyright boilerplate and enforce with CI workflow 2 months ago

good first issue help wanted area/engprod

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 options API to clearly distinguish SparkApplication and SparkConnect options 3 months ago

good first issue help wanted kind/feature 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 Spark examples README to reflect batch job documentation 3 months ago

good first issue help wanted kind/feature area/spark area/examples

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 End-to-End Workflow Tutorial 3 months ago

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

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 3 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

Enhance API Reference 3 months ago

good first issue help wanted kind/feature 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

KEP-107: Align patterns and expand coverage for Spark package unit tests 3 months ago

good first issue help wanted kind/feature 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

KEP-107: Default service account for `SparkConnect` API 3 months ago

good first issue help wanted kind/feature 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

Document Local Development 3 months ago

good first issue help wanted kind/feature lifecycle/stale 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

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

KEP-107: Support jar file submission for Spark jobs 3 months ago

help wanted kind/feature 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

Potential TrainJob resource leak in get_runtime_packages() when exceptions occur 3 months ago

good first issue help wanted kind/bug area/trainer

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 4 months 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

update_overrides.py drops Security overrides header on repeated runs 5 months ago

good first issue help wanted kind/bug needs-triage area/security

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() 6 months ago

good first issue help wanted area/testing 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

Document data and model initializers 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

[SDK] Snapshot users' workspace into distributed TrainJob workload 7 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 7 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 8 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

refactor(spark): Remove manual type validation from SparkClient.connect() 8 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 8 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 8 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 9 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 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

test(spark): Refactor unit tests to follow Kubeflow SDK coding standards 9 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 9 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

Adopt external changelog generation tool 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

Add `get_job_events()` API 10 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 10 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 10 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

[SDK] Generate Docs for Kubeflow SDK 10 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 12 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 about 1 year 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 about 1 year 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

kubeflow/sdk

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