{"repo":"AgnostiqHQ/covalent","free":true,"listed":false,"github":"https://github.com/AgnostiqHQ/covalent","clone":"git clone https://github.com/AgnostiqHQ/covalent.git","description":"Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.","language":"Python","stars":867,"topics":["hpc","workflow","workflow-automation","workflow-management","quantum-computing","hpc-applications","python","machine-learning","pipelines","covalent"],"license":"Apache-2.0","category":"workflow-automation","readme_excerpt":"Run AI, ML, and Scientific Research Code on Any Cloud or On-Prem Cluster with a Single Line &nbsp&nbsp &nbsp&nbsp &nbsp&nbsp Check our Quick Start Guide for setup instructions or dive into your First Experiment. Learn more on the Concepts. What is Covalent? Covalent is a Python library for AI/ML engineers, developers, and researchers. It provides a straightforward approach to running compute jobs, like LLMs, generative AI, and scientific research, on various cloud platforms or on-prem clusters. Run Code Anywhere: Execute Python functions in any cloud or on-prem cluster by changing just a single line of code. It is as simple as swapping the decorator with our executor plugins. Choose from existing plugins or create custom ones for tailored interactions with any infrastructure. Abstraction of Infrastructure Management: Abstract the complexities of cloud consoles, terraform, or IaC in the background. Serverless Infrastructure: Automatically converts any infrastructure, including on-prem SLURM clusters or cloud compute, into a serverless setup. If you find Covalent useful or interesting, feel free to give us a ⭐ on GitHub! Your support helps us to continue developing and improving this framework. For AI/ML Practitioners and Developers For Researchers Robust Compute Backend: Ideal as a backend compute framework for AI/ML applications, Large Language Models (LLMs), Generative AI, and more. Cloud-Agnostic Execution: Execute high-compute tasks seamlessly across different cloud enviro","default_branch":null,"files":null,"tree":[],"storefront":"/r/AgnostiqHQ","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AgnostiqHQ/covalent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}