How Indeed builds and deploys fine-tuned LLMs on Amazon SageMaker | Amazon Web Services

How Indeed builds and deploys fine-tuned LLMs on Amazon SageMaker | Amazon Web Services

This post is cowritten with Ethan Handel and Zhiyuan He from Indeed.com. Indeed is the world’s #1 job site¹ and a leading global job matching and hiring marketplace. Our mission is to help people get jobs. At Indeed, we serve… Article Source https://aws.amazon.com/blogs/machine-learning/how-indeed-builds-and-deploys-fine-tuned-llms-on-amazon-sagemaker/

Introduction of INDUS: A Collection of Domain-Specific Large Language Models (LLMs) by NASA and IBM Researchers for Enhanced Scientific Research

Introduction of INDUS: A Collection of Domain-Specific Large Language Models (LLMs) by NASA and IBM Researchers for Enhanced Scientific Research

The NASA and IBM collaboration has introduced INDUS, a suite of Large Language Models specifically designed for various scientific fields like Earth sciences, biology, physics, and more. These models address the limitations of existing models like SCIBERT, BIOBERT, and SCHOLARBERT, covering a wide range of multidisciplinary domains. The suite includes an encoder model for natural … Read more

Bringing LLMs and Automated Vector Store to Databases with Oracle’s HeatWave GenAI.

Bringing LLMs and Automated Vector Store to Databases with Oracle’s HeatWave GenAI.

Oracle announced the release of HeatWave GenAI, featuring the industry’s first in-database large language models (LLMs), automated in-database vector store, scalable vector processing, and the ability to have natural language conversations based on unstructured content. These new features allow customers to leverage generative AI on their enterprise data without the need for AI expertise or … Read more

Oracle Unveils Groundbreaking In-Database LLMs and Automated Vector Store with HeatWave GenAI

Oracle Unveils Groundbreaking In-Database LLMs and Automated Vector Store with HeatWave GenAI

Oracle recently announced the availability of HeatWave GenAI, offering customers the ability to build generative AI applications without requiring AI expertise, data movement, or extra costs. The new features include the industry’s first database large language models, an automated database vector warehouse, scalable vector processing, and contextual natural language conversations. HeatWave GenAI enables developers to … Read more

Oracle introduces new features: in-database LLMs and automated vector store with HeatWave GenAI – ET Edge Insights

Oracle introduces new features: in-database LLMs and automated vector store with HeatWave GenAI – ET Edge Insights

Oracle has introduced HeatWave GenAI, a new tool that allows customers to build generative AI applications without the need for AI expertise, data movement, or additional costs. This includes Large Language Models (LLMs) within the database, scalable vector processing, and natural language conversations based on unstructured data. With HeatWave GenAI, developers can create a vector … Read more

Oracle Introduces Groundbreaking In-Database LLMs and Automated Vector Store with HeatWave GenAI

Oracle Introduces Groundbreaking In-Database LLMs and Automated Vector Store with HeatWave GenAI

Oracle introduced HeatWave GenAI, allowing customers to create generative AI applications without AI expertise. HeatWave GenAI is faster than competitors such as Snowflake, Google BigQuery, and Databricks for vector processing. This tool includes in-database large language models, automated vector storage, scalable vector processing, and natural language conversations. Customers can use HeatWave GenAI without moving data … Read more

HeatWave GenAI Database Now Includes Oracle LLMs and Vector Support Built-In

HeatWave GenAI Database Now Includes Oracle LLMs and Vector Support Built-In

Oracle is expanding its HeatWave cloud database service with a suite of new generative AI services called HeatWave GenAI. This platform, previously known as MySQL HeatWave, offers an extended, cloud-managed version of the MySQL database with transactional and analytical capabilities. Last year, Oracle introduced the HeatWave Lake House to provide data lake house functionalities. HeatWave … Read more

Enhancing Oracle HeatWave with in-database LLMs for reduced infrastructure costs

Oracle is updating its Heatwave cloud data analytics service, previously known as MySQL Heatwave, with new AI-focused generative features. The rebranding to HeatWave signifies a broader offering beyond just MySQL support, including HeatWave Gen AI, HeatWave Lake House, and Heatwave AutoML. These updates were showcased at Oracle’s CloudWorld conference in September 2023, introducing features such … Read more

Deploying DBRX LLMs with NVIDIA NIM and Delta Sharing on Oracle Cloud Infrastructure

Cloud Infrastructure (OCI) has recently announced the availability of the Oracle Database Exadata Cloud Service (DBRX) on OCI. This deployment includes utilizing NVIDIA Networking in Media (NIM) technology and Delta Sharing for enhanced performance and scalability. The Oracle DBRX on OCI is a powerful and fully managed database service that provides customers with a high-performance, … Read more

Oracle Unveils HeatWave GenAI with In-Database LLMs and Automated Vector Store

Oracle Unveils HeatWave GenAI with In-Database LLMs and Automated Vector Store

Oracle has launched HeatWave GenAI, a new offering that includes various advanced features such as large in-database language models, automated vector warehousing, scalable vector processing, and contextually informed natural language conversations for unstructured content. This allows companies to utilize generative AI capabilities for their data without the need for AI expertise or transferring data to … Read more