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What is GPT-J?

GPT-J is an advanced language model created by EleutherAI, recognized for its remarkable abilities. In terms of performance, GPT-J demonstrates a level of proficiency that competes with OpenAI's renowned GPT-3 across a range of zero-shot tasks. Impressively, it has surpassed GPT-3 in certain aspects, particularly in code generation. The latest iteration, named GPT-J-6B, is built on an extensive linguistic dataset known as The Pile, which is publicly available and comprises a massive 825 gibibytes of language data organized into 22 distinct subsets. While GPT-J shares some characteristics with ChatGPT, it is essential to note that its primary focus is on text prediction rather than serving as a chatbot. Additionally, a significant development occurred in March 2023 when Databricks introduced Dolly, a model designed to follow instructions and operating under an Apache license, which further enhances the array of available language models. This ongoing progression in AI technology is instrumental in expanding the possibilities within the realm of natural language processing. As these models evolve, they continue to reshape how we interact with and utilize language in various applications.

What is Dolly?

Dolly stands out as a cost-effective large language model, showcasing an impressive capability for following instructions akin to that of ChatGPT. The research conducted by the Alpaca team has shown that advanced models can be trained to significantly improve their adherence to high-quality instructions; however, our research suggests that even earlier open-source models can exhibit exceptional behavior when fine-tuned with a limited amount of instructional data. By making slight modifications to an existing open-source model containing 6 billion parameters from EleutherAI, Dolly has been enhanced to better follow instructions, demonstrating skills such as brainstorming and text generation that were previously lacking. This strategy not only emphasizes the untapped potential of older models but also invites exploration into new and innovative uses of established technologies. Furthermore, the success of Dolly encourages further investigation into how legacy models can be repurposed to meet contemporary needs effectively.

Media

Media

Integrations Supported

Alpaca
Automi
Axolotl
Forefront
Gopher

Integrations Supported

Alpaca
Automi
Axolotl
Forefront
Gopher

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

EleutherAI

Date Founded

2020

Company Website

eleuther.ai

Company Facts

Organization Name

Databricks

Date Founded

2013

Company Location

United States

Company Website

databricks.com

Categories and Features

Categories and Features

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