inferentia

#大语言模型#vLLM 是一个高效的开源库，用于加速大语言模型推理，通过优化内存管理和分布式处理实现高吞吐量和低延迟。

#计算机科学#Large-scale LLM inference engine

Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.

This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It addresses the basic implementation requirements as well as ways...

#自然语言处理#CMP314 Optimizing NLP models with Amazon EC2 Inf1 instances in Amazon Sagemaker

Collection of bet practices, reference architectures, examples, and utilities for foundation model development and deployment on AWS.

This repository provides an easy hands-on way to get started with AWS Inferentia. A demonstration of this hands-on can be seen in the AWS Innovate 2023 - AIML Edition session.

Sentence Transformers on EC2 Inf1

#计算机科学#Scalable multimodal AI system combining FSDP, RLHF, and Inferentia optimization for customer insights generation.

#大语言模型#Deploy Large Models on AWS Inferentia (Inf2) instances.

#大语言模型#A high-throughput and memory-efficient inference and serving engine for LLMs