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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

Leverage the capabilities of OpenAI's GPT technology to develop your own supervised large language models, utilizing your proprietary data. Companies eager to adopt AI into their operations can take advantage of Supervised to create scalable artificial intelligence applications. Although the process of constructing your own LLM can be challenging, Supervised simplifies this by allowing you to develop and market your own AI applications. The Supervised AI platform offers a robust environment for crafting customized LLMs and AI applications that are both effective and scalable. By employing our tailored models and diverse data sources, you can achieve high-accuracy AI solutions rapidly. Currently, many businesses are only scratching the surface of AI's potential, and at Supervised, we empower you to tap into your data to create an entirely new AI model from the ground up. Additionally, you can develop custom AI applications using data sources and models created by other developers, expanding the possibilities for innovation in your organization.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Spark NLP

Integrations

Spark NLP

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$19 per month
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

Google

Founded

1998

Country

United States

Website

github.com/google-research/albert

Vendor Details

Company Name

Supervised

Website

supervised.co

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