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Top 6 Shell Mlops Projects
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Project mention: Launch HN: Langfuse (YC W23) – OSS Tracing and Workflows to Improve LLM Apps | news.ycombinator.com | 2024-12-17
This is a good long-list of projects, although it is not narrowly scoped to tracing/evals/prompt-management: https://github.com/tensorchord/Awesome-LLMOps?tab=readme-ov-...
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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mlops-v2
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
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deployKF
deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.
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benchmarks
🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models. (by premAI-io)
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Project mention: Show HN: Mlop – open-source ML Experiment Tracking | news.ycombinator.com | 2025-04-30
You can deploy the entire app using Azure App Service via our Docker Compose (https://github.com/mlop-ai/server/blob/main/docker-compose.y...), anything that supports docker will work!
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mlflow-tracking-server
This repository hosts the code to make it easier to deploy a customizable and flexible MLflow tracking server solution to your Kubernetes cluster.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Shell Mlops discussion
Shell Mlops related posts
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Combing Kubeflow With A Dedicated Stack: Enter deployKF
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LLM Obervability Platform
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[P] Awesome LLMOps: An awesome & curated list of the best LLMOps tools for developers.
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Awesome LLMOps List
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Awesome LLMOps
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LLMOps projects list
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Awesome-LLMOps repo
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A note from our sponsor - Stream
getstream.io | 20 Jul 2025
Index
What are some of the best open-source Mlops projects in Shell? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Awesome-LLMOps | 5,093 |
| 2 | mlops-v2 | 562 |
| 3 | deployKF | 442 |
| 4 | benchmarks | 137 |
| 5 | server | 9 |
| 6 | mlflow-tracking-server | 2 |
Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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