Sprinklr improves performance by 20% and reduces cost by 25% for machine learning inference on AWS Graviton3

By Admin 11/06/2024

AWS Machine Learning Blog This is a guest post co-written with Ratnesh Jamidar and Vinayak Trivedi from Sprinklr. Sprinklr’s mission is to unify silos, technology, and teams across large, complex companies. To achieve this, we provide four product suites, Sprinklr Service, Sprinklr Insights, Sprinklr Marketing, and Sprinklr Social, as well as several self-serve offerings. Each […]Continue reading

Code generation using Code Llama 70B and Mixtral 8x7B on Amazon SageMaker

By Admin 10/06/2024

AWS Machine Learning Blog In the ever-evolving landscape of machine learning and artificial intelligence (AI), large language models (LLMs) have emerged as powerful tools for a wide range of natural language processing (NLP) tasks, including code generation. Among these cutting-edge models, Code Llama 70B stands out as a true heavyweight, boasting an impressive 70 billion […]Continue reading

Build RAG applications using Jina Embeddings v2 on Amazon SageMaker JumpStart

By Admin 06/06/2024

AWS Machine Learning Blog Today, we are excited to announce that the Jina Embeddings v2 model, developed by Jina AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running model inference. This state-of-the-art model supports an impressive 8,192-tokens context length. You can deploy this model with SageMaker JumpStart, a […]Continue reading

Mouth-based touchpad enables people living with paralysis to interact with computers

By Admin 05/06/2024

MIT News – Artificial intelligence When Tomás Vega SM ’19 was 5 years old, he began to stutter. The experience gave him an appreciation for the adversity that can come with a disability. It also showed him the power of technology.“A keyboard and a mouse were outlets,” Vega says. “They allowed me to be fluent in […]Continue reading

Detect email phishing attempts using Amazon Comprehend

By Admin 05/06/2024

AWS Machine Learning Blog Phishing is the process of attempting to acquire sensitive information such as usernames, passwords and credit card details by masquerading as a trustworthy entity using email, telephone or text messages. There are many types of phishing based on the mode of communication and targeted victims. In an Email phishing attempt, an […]Continue reading

How Skyflow creates technical content in days using Amazon Bedrock

By Admin 05/06/2024

AWS Machine Learning Blog This guest post is co-written with Manny Silva, Head of Documentation at Skyflow, Inc. Startups move quickly, and engineering is often prioritized over documentation. Unfortunately, this prioritization leads to release cycles that don’t match, where features release but documentation lags behind. This leads to increased support calls and unhappy customers. Skyflow […]Continue reading

Streamline custom model creation and deployment for Amazon Bedrock with Provisioned Throughput using Terraform

By Admin 04/06/2024

AWS Machine Learning Blog As customers seek to incorporate their corpus of knowledge into their generative artificial intelligence (AI) applications, or to build domain-specific models, their data science teams often want to conduct A/B testing and have repeatable experiments. In this post, we discuss a solution that uses infrastructure as code (IaC) to define the […]Continue reading

Boost productivity with video conferencing transcripts and summaries with the Amazon Chime SDK Meeting Summarizer solution

By Admin 04/06/2024

AWS Machine Learning Blog Businesses today heavily rely on video conferencing platforms for effective communication, collaboration, and decision-making. However, despite the convenience these platforms offer, there are persistent challenges in seamlessly integrating them into existing workflows. One of the major pain points is the lack of comprehensive tools to automate the process of joining meetings, […]Continue reading

Prioritizing employee well-being: An innovative approach with generative AI and Amazon SageMaker Canvas

By Admin 03/06/2024

AWS Machine Learning Blog In today’s fast-paced corporate landscape, employee mental health has become a crucial aspect that organizations can no longer overlook. Many companies recognize that their greatest asset lies in their dedicated workforce, and each employee plays a vital role in collective success. As such, promoting employee well-being by creating a safe, inclusive, […]Continue reading

Pre-training genomic language models using AWS HealthOmics and Amazon SageMaker

By Admin 31/05/2024

AWS Machine Learning Blog Genomic language models are a new and exciting field in the application of large language models to challenges in genomics. In this blog post and open source project, we show you how you can pre-train a genomics language model, HyenaDNA, using your genomic data in the AWS Cloud. Here, we use […]Continue reading