{"repo":"clearml/clearml-agent","free":true,"listed":false,"github":"https://github.com/clearml/clearml-agent","clone":"git clone https://github.com/clearml/clearml-agent.git","description":"ClearML Agent - MLOps/LLMOps made easy. MLOps/LLMOps scheduler & orchestration solution","language":"Python","stars":311,"topics":["devops","kubernetes","deep-learning","deeplearning","machine-learning","cluster-manager","mlops","clearml-agent","gpu","deep-learning-devops"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"ClearML Agent - MLOps/LLMOps made easy MLOps/LLMOps scheduler & orchestration solution supporting Linux, macOS and Windows 🌟 ClearML is open-source - Leave a star to support the project! 🌟 --- ⚡ ClearML Agent Bootstrap Boot agents up to 10x faster with rock-solid stability — git, git-lfs, agent, ssh and UV come precompiled for x86/arm in a single self-contained bootstrap, so there's nothing to install at runtime. --- ClearML-Agent Run jobs (experiments) on any local or cloud based resource Implement optimized resource utilization policies Deploy execution environments with either virtualenv or fully docker containerized with zero effort Launch-and-Forget service containers Cloud autoscaling Customizable cleanup Advanced pipeline building and execution It is a zero configuration fire-and-forget execution agent, providing a full ML/DL cluster solution. Full Automation in 5 steps 1. ClearML Server self-hosted or free tier hosting 2. pip install clearml-agent (install the ClearML Agent on any GPU machine: on-premises / cloud / ...) 3. Create a job or add ClearML to your code with just 2 lines of code 4. Change the parameters in the UI & schedule for execution (or automate with a pipeline) 5. :chart with downwards trend: :chart with upwards trend: :eyes: :beer: \"All the Deep/Machine-Learning DevOps your research needs, and then some... Because ain't nobody got time for that\" Try ClearML now Self Hosted or Free tier Hosting Simple, Flexible Experiment Orchestration The ClearML Ag","default_branch":null,"files":null,"tree":[],"storefront":"/r/clearml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/clearml/clearml-agent/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."}