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Description
ALBERT is a self-supervised Transformer architecture that undergoes pretraining on a vast dataset of English text, eliminating the need for manual annotations by employing an automated method to create inputs and corresponding labels from unprocessed text. This model is designed with two primary training objectives in mind. The first objective, known as Masked Language Modeling (MLM), involves randomly obscuring 15% of the words in a given sentence and challenging the model to accurately predict those masked words. This approach sets it apart from recurrent neural networks (RNNs) and autoregressive models such as GPT, as it enables ALBERT to capture bidirectional representations of sentences. The second training objective is Sentence Ordering Prediction (SOP), which focuses on the task of determining the correct sequence of two adjacent text segments during the pretraining phase. By incorporating these dual objectives, ALBERT enhances its understanding of language structure and contextual relationships. This innovative design contributes to its effectiveness in various natural language processing tasks.
Description
Omnifact is a generative AI platform that prioritizes privacy. It was designed for the workplace. Generative AI can be used to unlock the full potential of your data while preserving your privacy. Omnifact is committed privacy and security. We ensure GDPR compliance for both cloud-hosted deployments and on-premise options. Our vendor-independent platform lets you choose from a range of language models. This gives you the flexibility to maximize AI's potential, while still maintaining control over your data. We automatically mask sensitive data, including personal details, company and product names. Customizable filtering of content prevents certain content from being shared, such as source code or legal documents. Analyze anonymous prompts and conversations to learn how your team uses generative AI. You can control costs by setting monthly budgets or per-user quotas.
API Access
Has API
API Access
Has API
Integrations
Spark NLP
Pricing Details
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Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Founded
1998
Country
United States
Website
github.com/google-research/albert
Vendor Details
Company Name
Omnifact
Website
omnifact.ai