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Mosec download for Linux

Free download Mosec Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Mosec whose latest release can be downloaded as 0.8.1sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.

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- 1. Downloaded this application in your PC.

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- 3. Upload this application in such filemanager.

- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.

- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 6. Download the application, install it and run it.

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Mosec


DESCRIPTION

Mosec is a high-performance and flexible model-serving framework for building ML model-enabled backend and microservices. It bridges the gap between any machine learning models you just trained and the efficient online service API.



Features

  • Web layer and task coordination built with Rust, which offers blazing speed in addition to efficient CPU utilization powered by async I/O
  • User interface purely in Python, by which users can serve their models in an ML framework-agnostic manner using the same code as they do for offline testing
  • Aggregate requests from different users for batched inference and distribute results back
  • Spawn multiple processes for pipelined stages to handle CPU/GPU/IO mixed workloads
  • Designed to run in the cloud, with the model warmup, graceful shutdown, and Prometheus monitoring metrics, easily managed by Kubernetes or any container orchestration systems
  • Focus on the online serving part, users can pay attention to the model optimization and business logic


Programming Language

Python


Categories

Large Language Models (LLM)

This is an application that can also be fetched from https://sourceforge.net/projects/mosec.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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