clearml/clearml - OSS Alternative - Discover Top Open Source Alternatives to Popular Software
MLOps/LLMOps Platform
6.6k 2026-04-26

clearml/clearml

ClearML streamlines AI/ML/LLM workflows with integrated experiment tracking, data management, MLOps/LLMOps orchestration, and model serving.

Core Features

Automated Experiment Tracking & Management
MLOps/LLMOps Orchestration & Pipelines (Kubernetes/Cloud/bare-metal)
Differentiable Data Management & Version Control (Object Storage)
Scalable Model Serving with GPU support & Monitoring
Live Orchestration Dashboard & Fractional GPU support

Detailed Introduction

ClearML is an open-source, end-to-end MLOps and LLMOps solution designed to accelerate AI development and deployment. It provides a comprehensive suite of tools for managing the entire machine learning lifecycle, from experiment tracking and data versioning to pipeline orchestration, model serving, and monitoring. By integrating these critical components, ClearML helps teams streamline their AI workflows, improve collaboration, and achieve faster, more reliable production deployments across various environments, including cloud, Kubernetes, and on-premise infrastructure.

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