manifests
A repository for Kustomize manifests (by kubeflow)
manifests
⚠️ [Unofficial] Modified version for M1/M2 Apple Silicon Mac. ⚠️ (by hwang9u)
manifests | manifests | |
---|---|---|
6 | 1 | |
746 | 0 | |
1.3% | - | |
8.4 | 4.5 | |
about 5 hours ago | 2 months ago | |
YAML | YAML | |
Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
manifests
Posts with mentions or reviews of manifests.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-13.
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CloudRun for Anthos and Kubeflow conflict
I have a baremetal k8s with Anthos and successfully installed ASM (Cloud Run for Anthos) on it. However, there is some conflict when trying to install Kubeflow following this repo (https://github.com/kubeflow/manifests).
- Kubeflow v1.7.0 installation with M1/M2 Apple Silicon Mac
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Any MLOps platform you use?
That said I personally use Kubeflow hosted on a local baremetal kubernetes cluster (8 nodes, 4 gpus), but a lot of it is a bit of a bear to get installed correctly in a multi-machine environment (specifically this issue is still open and exposing the built-in dashboards outside of the cluster is a problem). Also because it's a Google product it's very clearly intended to run in the cloud with self-hosting being very much an afterthought
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How to run kubeflow locally on Mac os M1 ?
kind create cluster and then use the single installation command from https://github.com/kubeflow/manifests
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Help wanted to deploy Kubeflow using ArgoCD on some local VM's
I have deployed kubelfow v1.6 using using ArgoCD and it’s fairly simple. Every component of kubeflow has kustomze file ready kubeflow kustomize link. You just need to make argocd app for every component and then apply in that order.
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Self-hosting tools for ML ops/experiment management (e.g. wandb or kubeflow)
For context, I run a local baremetal k8s cluster distributed over a number of machines and I've tried both [wandb](https://wandb.ai/site) and [kubeflow](https://www.kubeflow.org/), finding them to be a serious headache to manage in a local deployment. Almost none of the self-hosted builds they provide work out of the box, there's a frequent issues that have caused me significant amounts of data loss, and there are several known issues on both projects that have been open for years that make for my particular use-case difficult (e.g. [access outside of the cluster requiring a bunch of yak shaving](https://github.com/kubeflow/manifests/issues/974)).
manifests
Posts with mentions or reviews of manifests.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-13.
What are some alternatives?
When comparing manifests and manifests you can also consider the following projects:
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
argoflow - Argoflow has been superseded by deployKF
MLflow - Open source platform for the machine learning lifecycle
neptune-client - 📘 The MLOps stack component for experiment tracking