This is the Linux app named Aviary whose latest release can be downloaded as v0.3.1.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Aviary
DESCRIPTION
Aviary is an LLM serving solution that makes it easy to deploy and manage a variety of open source LLMs. Providing an extensive suite of pre-configured open source LLMs, with defaults that work out of the box. Supporting Transformer models hosted on Hugging Face Hub or present on local disk. Aviary has native support for autoscaling and multi-node deployments thanks to Ray and Ray Serve. Aviary can scale to zero and create new model replicas (each composed of multiple GPU workers) in response to demand. Ray ensures that the orchestration and resource management is handled automatically. Aviary is able to support hundreds of replicas and clusters of hundreds of nodes, deployed either in the cloud or on-prem.
Features
- Fully supporting multi-GPU & multi-node model deployments
- Providing a REST API that is similar to OpenAI's to make it easy to migrate and cross test them
- Offering high performance features like continuous batching, quantization and streaming
- Simplifying the addition of new LLMs to within minutes in most cases
- Simplifying the deployment of multiple LLMs within a single unified framework
- Providing an extensive suite of pre-configured open source LLMs, with defaults that work out of the box
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/aviary.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
