GSoC Participation History
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Project 7: GPU Testing for LLM Blueprints
This project aims to use self-hosted runners to run GPU-intensive tasks like LLM blueprint or (planned) AI Playground. The necessary infra is...
Project 5: JupyterLab Plugin for Kubeflow
This project addresses the issue of fragmented tools within the Kubeflow ecosystem, specifically Elyra, Kale, and Jupyter Scheduler, which...
Project3: Istio CNI and Ambient Mesh for Secure Kubeflow Deployments
This project aims to enhance Kubeflow's security posture by implementing Istio CNI by default and providing an optional Ambient Mesh configuration....
Batch Processing Gateway Integration
Jupyter Notebooks provide a powerful, interactive environment widely used by data scientists and ML engineers for exploratory analysis,...
Project 2: Kserve Models Web App
The KServe Models Web App is a crucial front-end interface for managing ML models deployed through KServe, a core component of Kubeflow. However, the...
Project 1: Kubeflow Platform Enhancements
This project aims to enhance Kubeflow’s infrastructure by productionizing the SeaweedFS proof of concept as a secure alternative to MinIO, improving...
Deploying Kubeflow with Helm
The proposed project aims to bridge a critical gap in the Kubeflow ecosystem by introducing robust Helm-based deployment support. While Kustomize has...
Project 8: Support JAX and TensorFlow Training Runtimes
This project implements key components of KEP-2170, introducing the Kubeflow Training V2 API. Specifically, it focuses on creating the...
Project 12: Empowering Kubeflow Documentation with LLMs
refer notion site for better view :...
Project 10: Support Volcano Scheduler in Kubeflow Trainer
This document outlines a proposal to support Volcano for gang-scheduling in Kubeflow Trainer, so as to provide users with more AI-specific scheduling...
Project 11: Support Postgres for Kubeflow Pipelines Backend
Kubeflow Pipelines (KFP) currently only supports MySQL/MariaDB databases, creating a significant limitation for many organizations that standardize...
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