RoBERTa

RoBERTa

Meta

About

Unlike other NoSQL databases, Couchbase provides an enterprise-class, multicloud to edge database that offers the robust capabilities required for business-critical applications on a highly scalable and available platform. As a distributed cloud-native database, Couchbase runs in modern dynamic environments and on any cloud, either customer-managed or fully managed as-a-service. Couchbase is built on open standards, combining the best of NoSQL with the power and familiarity of SQL, to simplify the transition from mainframe and relational databases. Couchbase Server is a multipurpose, distributed database that fuses the strengths of relational databases such as SQL and ACID transactions with JSON’s versatility, with a foundation that is extremely fast and scalable. It’s used across industries for things like user profiles, dynamic product catalogs, GenAI apps, vector search, high-speed caching, and much more.

About

Oracle Autonomous Database is a fully automated cloud database that uses machine learning to automate database tuning, security, backups, updates, and other routine management tasks traditionally performed by DBAs. It supports a wide range of data types and models, including SQL, JSON documents, graph, geospatial, text, and vectors, enabling developers to build applications for any workload without integrating multiple specialty databases. Built-in AI and machine learning capabilities allow for natural language queries, automated data insights, and the development of AI-powered applications. It offers self-service tools for data loading, transformation, analysis, and governance, reducing the need for IT intervention. It provides flexible deployment options, including serverless and dedicated infrastructure on Oracle Cloud Infrastructure (OCI), as well as on-premises with Exadata Cloud@Customer.

About

RoBERTa builds on BERT’s language masking strategy, wherein the system learns to predict intentionally hidden sections of text within otherwise unannotated language examples. RoBERTa, which was implemented in PyTorch, modifies key hyperparameters in BERT, including removing BERT’s next-sentence pretraining objective, and training with much larger mini-batches and learning rates. This allows RoBERTa to improve on the masked language modeling objective compared with BERT and leads to better downstream task performance. We also explore training RoBERTa on an order of magnitude more data than BERT, for a longer amount of time. We used existing unannotated NLP datasets as well as CC-News, a novel set drawn from public news articles.

About

Enjoy the highest performance and unlimited possibilities when working with SQL Server. SQL Server Data Access Components (SDAC) is a library of components that provides native connectivity to SQL Server from Delphi and C++Builder including Community Edition, as well as Lazarus (and Free Pascal) for Windows, Linux, macOS, iOS, and Android for both 32-bit and 64-bit platforms. SDAC-based applications connect to SQL Server directly through OLE DB, which is a native SQL Server interface. SDAC is designed to help programmers develop faster and cleaner SQL Server database applications. SDAC, a high-performance, and feature-rich SQL Server connectivity solution is a complete replacement for standard SQL Server connectivity solutions and presents an efficient native alternative to the Borland Database Engine (BDE) and standard dbExpress driver for access to SQL Server. SDAC-based DB applications are easy to deploy, and do not require the installation of other data provider layers.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Application developers

Audience

Data engineers and developers in need of a solution for building and deploying scalable applications with minimal administrative overhead

Audience

Developers that need a powerful large language learning model

Audience

Programmers in need of a tool to develop faster and cleaner SQL Server database applications

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

$123.86 per month
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Pricing

$199.95 per year
Free Version
Free Trial

Reviews/Ratings

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ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Couchbase
Founded: 2011
United States
www.couchbase.com

Company Information

Oracle
Founded: 1977
United States
www.oracle.com/autonomous-database/

Company Information

Meta
Founded: 2004
United States
ai.facebook.com/blog/roberta-an-optimized-method-for-pretraining-self-supervised-nlp-systems/

Company Information

Devart
Founded: 1997
Czech Republic
www.devart.com/sdac/

Alternatives

Dragonfly

Dragonfly

DragonflyDB

Alternatives

Alternatives

BERT

BERT

Google

Alternatives

Llama

Llama

Meta
Azure AI Search

Azure AI Search

Microsoft
Redis

Redis

Redis Labs
ColBERT

ColBERT

Future Data Systems
Azure Cosmos DB

Azure Cosmos DB

Microsoft
T5

T5

Google

Categories

Categories

Categories

Categories

Database Features

Backup and Recovery
Creation / Development
Data Migration
Data Replication
Data Search
Data Security
Database Conversion
Mobile Access
Monitoring
NOSQL
Performance Analysis
Queries
Relational Interface
Virtualization

NoSQL Database Features

Auto-sharding
Automatic Database Replication
Data Model Flexibility
Deployment Flexibility
Dynamic Schemas
Integrated Caching
Multi-Model
Performance Management
Security Management

Integrations

AWS IoT SiteWise
AWS Marketplace
Actian Zen
AtomicJar
Azure SQL Database
CData API Server
Elastic Observability
Hackolade
Haystack
IBM watsonx.data
Kapacitor
Kestra
MCPTotal
New Relic
Oracle AI Data Platform (AIDP)
Peaka
SQL
SSIS Integration Toolkit
Semarchy xDI
Sematext Cloud

Integrations

AWS IoT SiteWise
AWS Marketplace
Actian Zen
AtomicJar
Azure SQL Database
CData API Server
Elastic Observability
Hackolade
Haystack
IBM watsonx.data
Kapacitor
Kestra
MCPTotal
New Relic
Oracle AI Data Platform (AIDP)
Peaka
SQL
SSIS Integration Toolkit
Semarchy xDI
Sematext Cloud

Integrations

AWS IoT SiteWise
AWS Marketplace
Actian Zen
AtomicJar
Azure SQL Database
CData API Server
Elastic Observability
Hackolade
Haystack
IBM watsonx.data
Kapacitor
Kestra
MCPTotal
New Relic
Oracle AI Data Platform (AIDP)
Peaka
SQL
SSIS Integration Toolkit
Semarchy xDI
Sematext Cloud

Integrations

AWS IoT SiteWise
AWS Marketplace
Actian Zen
AtomicJar
Azure SQL Database
CData API Server
Elastic Observability
Hackolade
Haystack
IBM watsonx.data
Kapacitor
Kestra
MCPTotal
New Relic
Oracle AI Data Platform (AIDP)
Peaka
SQL
SSIS Integration Toolkit
Semarchy xDI
Sematext Cloud
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