Based in Israel, ClearML provides an open-source platform that supports the entire ML lifecycle. It enables developers to integrate ML models into the platform with just two lines of code. Furthermore, developers have the flexibility to use ClearML's modules for a complete end-to-end ecosystem or replace any module with tools to tailor their own experience.
The ClearML platform supports data management by enabling developers to integrate data from various sources, manipulate it (slice, sort, and visualize), and trace lineage. It also allows developers to identify and rectify gaps and biases that impact model training, and launch different dataset configurations without changing any code. In addition, the platform also offers automation and orchestration tools to streamline and automate ML workflows. Developers can platform’s hyperparameter optimization tools to find the best parameters for their models. The platform also has features to manage and schedule GPU compute resources of deployed models, along with AI orchestration and compute management capabilities, supporting Kubernetes, Slurm, PBS, and bare metal. Moreover, the ClearML Agent feature allows users to remotely execute experiments on any compute resource. The company offers access to the platform through a subscription-based model, which also includes a free tier for individual users.
The platform also includes added features for resource allocation and policy management, as well as monitoring capabilities like viewing live model endpoints, monitoring data outflows, and tracking compute usage for deployed models. Furthermore, ClearML provides a platform to build generative AI applications called ClearGPT. This offers enterprises access to large language models (LLMs) that they can use to create custom applications with their own data.
Key customers and partnerships
The platform is used by over 1,300 enterprises encompassing 150,000 data scientists, as of October 2023. Its notable customers include AMD, Canon, Intel, Meta, Softbank, and Shutterfly.
By using this site, you agree to allow SPEEDA Edge and our partners to use cookies for analytics and personalization. Visit our privacy policy for more information about our data collection practices.