Mlops GitHub Repositories (2026) · Open Source Tools

Find why PyTorch training is slow, compare runs, and catch performance regressions in CI.

LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack

Maestro: Netflix’s Workflow Orchestrator

The Open Source Feature Store for AI/ML

🐢 Open-Source Evaluation & Testing library for LLM Agents

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

Community maintained hardware plugin for vLLM on Huawei Ascend

OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Instill trust in your agent evals.

A personal research and development (R&D) lab that facilitates the sharing of knowledge.

Universal Python SDK to run AI workloads on Kubernetes

The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference — in pure Python with async/await.

Template for a new generative ai project using uv, nicegui, fastapi, llms (cloud & local with litellm and ollama, cpu/gpu) and langfuse for llm observability

Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.