envd
lima
envd | lima | |
---|---|---|
31 | 106 | |
1,919 | 14,016 | |
0.9% | 1.3% | |
8.8 | 9.7 | |
5 days ago | about 6 hours ago | |
Go | Go | |
Apache License 2.0 | Apache License 2.0 |
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.
envd
- Show HN: Dockerfile Alternative for AI/ML
- Show HN: Reproducible Development Environment for LLM
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20x Faster as the Beginning: Introducing pgvecto.rs extension written in Rust
envd - A command-line tool that helps you create the container-based environment for AI/ML, from development to the production. Python is all you need to know to use this tool.
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Launching ModelZ Beta!
Contribute to open source projects: Modelz is built on top of envd, mosec, modelz-llm and many other open source projects. If you're interested in contributing to these projects, you can check out their GitHub repositories and start contributing.
- Kubernetes for Data Science with Kubeflow
- Show HN: Reproducible development environments using starlark, without Nix
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Kubeflow, Jupyter notebook online. Question to community [D]
Maybe you can have a look at https://github.com/tensorchord/envd. You can deploy it to kubernetes, and use vsvocde-remote-ssh or jupyter with the pod.
- Show HN: envd – development environment for AI/ML, based on Docker buildkit
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This Week In Python
envd – Development environment for AI/ML, based on buildkit
- GitHub - tensorchord/envd: 🏕️ Development environment for machine learning
lima
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Colima k8s nix setup
You can run a virtual machine (e.g. lima) from inside a nix-shell, exactly as you would do with a regular shell.
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Ask HN: Startup Devs -What's your biggest pain while managing cloud deployments?
for others similarly curious, here's an example of the thing: https://github.com/noop-inc/template-java-spring-boot/blob/m...
they seem to be using the excellent lima <https://github.com/lima-vm/lima#readme> for booting on macOS; I run colima for its containerd and k8s support but strongly recommend both projects $(brew install lima colima)
- macOS 14.4 causes JVM crashes
- Lima launches Linux virtual machines for macOS
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Simulate an Ubuntu-like VM inside macOS
Lima is what I use as well. It's quick and easy to just fire up a VM with default settings, but also very easy to configure with different file sharing options, port forwarding, different linux distributions, etc. (their examples are also pretty good IMO [1]).
In particular I use it to run an amd64 VM, which I need to run a stubborn service for work that doesn't run on arm CPUs.
[1] https://github.com/lima-vm/lima/tree/master/examples
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Why are Apple Silicon VMs so different?
Lima (1) is a project that packages Linux distros for MacOS and executes them via qemu in the backend. Maybe you could solve your problem by launching one of their vms and inspecting the command line it generates. You might find an option you were missing.
(1) https://github.com/lima-vm/lima
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The beginning of my eBPF Journey - Kprobe Adventures with BCC
If you wish to delve into all the configuration possibilities for Lima VM, you can visit this resource.
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UTM – Virtual Machines for iOS and macOS
I'd say Lima and Colima should be enough for most use cases:
https://lima-vm.io/
https://github.com/abiosoft/colima
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Lima: Linux Virtual Machines on macOS
Github: https://github.com/lima-vm/lima
Lima wraps QEMU in a simple CLI, with neat features for container users, such as filesystem sharing and automatic localhost port forwarding, as well as DNS and proxy propagation for enterprise networks. Rancher Desktop wraps Lima with k3s integration and GUI.
Talks: https://github.com/lima-vm/lima/blob/master/docs/talks.md
- FLaNK Stack Weekly for 17 July 2023
What are some alternatives?
GoLearn - Machine Learning for Go
colima - Container runtimes on macOS (and Linux) with minimal setup
goga - Golang Genetic Algorithm
multipass - Multipass orchestrates virtual Ubuntu instances
gago - :four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
podman - Podman: A tool for managing OCI containers and pods.
go-pr - Pattern recognition package in Go lang.
Docker-OSX - Run macOS VM in a Docker! Run near native OSX-KVM in Docker! X11 Forwarding! CI/CD for OS X Security Research! Docker mac Containers.
go-galib - Genetic Algorithms library written in Go / golang
UTM - Virtual machines for iOS and macOS
bayesian - Naive Bayesian Classification for Golang.
minikube - Run Kubernetes locally