This is the Linux app named ZML whose latest release can be downloaded as zmlsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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ZML
DESCRIPTION
ZML is a high-performance machine learning inference stack designed to run AI models efficiently across heterogeneous hardware environments using a modern systems programming approach. Built with technologies such as Zig, MLIR, and Bazel, it focuses on production-grade deployment where performance, portability, and scalability are critical. The system allows models to be compiled and executed across multiple types of accelerators, including GPUs and TPUs, even when distributed across different machines or locations. One of its key strengths is cross-compilation, enabling developers to build once and deploy across various platforms without rewriting code. zml provides example implementations of models and workflows, demonstrating how to run inference tasks such as image classification or large language models. It is designed to handle complex distributed setups, including scenarios where model components are split across devices connected via networks.
Features
- High-performance inference stack built with Zig and MLIR
- Support for distributed execution across multiple hardware accelerators
- Cross-compilation for deployment on different platforms
- Integration with Bazel for build and dependency management
- Example implementations for common machine learning tasks
- Designed for production-scale AI inference and deployment
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/zml.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
