This proposal aims to introduce a new Kubernetes controller for Kubeflow Notebooks. The implementation of this project will significantly enhance the...
My proposal aims to test and integrate the featues of Istio-CNI and Kubernetes' Pod Security Standards that are require to run Kubeflow rootless as...
Triage and Categorize Kubeflow GitHub Issues & PRs
Hansini Karunarathne
The main goal of the project is to find a solution to categorize issues and PRs in the Kubeflow Github repository. There are a lot of issues and PRs...
LLM Hyperparameters Tuning API Proposal (Project 4)
Hezhi Xie
This proposal aims to address the challenge of tuning hyperparameters for Large Language Models (LLMs) by developing a user-friendly high-level API....
Integrate JAX with Kubeflow Training Operator
Sandipan Panda
The machine learning (ML) community is continually seeking ways to streamline the process of training and deploying models. JAX, with its...
Push-based Metrics Collection for Katib (Project 6)
Shao Wang
The project aims to provide a Python SDK API interface for users to push metrics to Katib DB directly. The current implementation of Metrics...
(Project Proposal) Project 8: Support various parameter distributions like log-uniform in Katib
Shashank Mittal
The goal of this project is to enhance the Katib Experiment APIs to support various parameter distributions such as uniform, log-uniform, and...
Automated Documentation Generation for Kubeflow Python SDKs Project Proposal
SIVASUBRAMANIAM L
This proposal aims to automate the generation of comprehensive documentation for Kubeflow Python SDKs, specifically focusing on the Training Operator...
