awesome-mlops / awesome-mlops-platformsLinks
A curated list of awesome open source and commercial MLOps platforms π
β29Updated 3 years ago
Alternatives and similar repositories for awesome-mlops-platforms
Users that are interested in awesome-mlops-platforms are comparing it to the libraries listed below
Sorting:
- deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single commandβ110Updated 7 months ago
- Visualize Kubernetes & DevSecOps Workflows. Tracks changes/events real-time across your entire K8s clusters, git repos, container registrβ¦β42Updated 6 months ago
- A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)β215Updated last month
- A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secureβ¦β17Updated 3 years ago
- Observability with Grafana, published by Packtβ26Updated 7 months ago
- Knowledge for GPTScriptβ29Updated 10 months ago
- tutorial for Rust for Enterprise MLOps book by O'Reillyβ40Updated 2 years ago
- Finetune LLMs on K8s by using Runbooksβ169Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profilβ¦β84Updated last year
- This is a landscape of the infrastructure that powers the generative AI ecosystemβ149Updated 10 months ago
- A lightweight tool to get an AI Infrastructure Stack up in minutes not days. K3ai will take care of setup K8s for You, deploy the AI toolβ¦β125Updated 3 years ago
- Explore a curated collection of exceptional open-source libraries for generative AI meticulously reviewed or slated for review by The AI β¦β58Updated last year
- Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing β¦β133Updated last year
- Extensible generative AI platform on Kubernetes with OpenAI-compatible APIs.β88Updated this week
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineeringβ42Updated 9 months ago
- β24Updated 8 months ago
- Compage - Low-Code Framework to develop Rest API, gRPC, dRPC, GraphQL, WebAssembly, microservices, FaaS, Temporal workloads, IoT and edgeβ¦β84Updated last year
- A do-framework project to simplify deployment of Kubeflow on Amazon EKSβ22Updated 6 months ago
- π Ocean π is an innovative solution developed by Port to seamlessly integrate various third-party systems with our developer portal proβ¦β155Updated this week
- π€ MLOps with Hugging Face Spaces and Daggerβ46Updated 2 years ago
- k8sAI is a RAG-enabled GPT for working with k8sβ68Updated last year
- This repo covers Kubeflow Environment with LABs: Kubeflow GUI, Jupyter Notebooks on pods, Kubeflow Pipelines, Experiments, KALE, KATIB (Aβ¦β84Updated last year
- β28Updated 2 weeks ago
- Mulit-Cloud infrastructure orchestrator for kubernetes first development.β56Updated 2 years ago
- Infrastructure as code for GPU accelerated managed Kubernetes clusters.β54Updated 4 months ago
- Self-host LLMs with vLLM and BentoMLβ142Updated this week
- A curated list of resources about all things Gemini in Google Cloud.β73Updated 8 months ago
- Test LLMs automatically with Giskard and CI/CDβ30Updated last year
- BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubeβ¦β28Updated last year
- The repository that contains all source code for the ZenML UI.β48Updated this week