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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 DBRX?

We are excited to introduce DBRX, a highly adaptable open LLM created by Databricks. This cutting-edge model sets a new standard for open LLMs by achieving remarkable performance across a wide range of established benchmarks. It offers both open-source developers and businesses the advanced features that were traditionally limited to proprietary model APIs; our assessments show that it surpasses GPT-3.5 and stands strong against Gemini 1.0 Pro. Furthermore, DBRX shines as a coding model, outperforming dedicated systems like CodeLLaMA-70B in various programming tasks, while also proving its capability as a general-purpose LLM. The exceptional quality of DBRX is further enhanced by notable improvements in training and inference efficiency. With its sophisticated fine-grained mixture-of-experts (MoE) architecture, DBRX pushes the efficiency of open models to unprecedented levels. In terms of inference speed, it can achieve performance that is twice as fast as LLaMA2-70B, and its total and active parameter counts are around 40% of those found in Grok-1, illustrating its compact structure without sacrificing performance. This unique blend of velocity and size positions DBRX as a transformative force in the realm of open AI models, promising to reshape expectations in the industry. As it continues to evolve, the potential applications for DBRX in various sectors are vast and exciting.

Media

Media

Integrations Supported

Axolotl
Cogent DataHub
Double
Forefront
GPT-3.5
GPT-4
Rayven
Visplore
ZenML

Integrations Supported

Axolotl
Cogent DataHub
Double
Forefront
GPT-3.5
GPT-4
Rayven
Visplore
ZenML

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
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

Company Location

United States

Company Website

www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm

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