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What is Reka Flash 3?

Reka Flash 3 stands as a state-of-the-art multimodal AI model, boasting 21 billion parameters and developed by Reka AI, to excel in diverse tasks such as engaging in general conversations, coding, adhering to instructions, and executing various functions. This innovative model skillfully processes and interprets a wide range of inputs, which includes text, images, video, and audio, making it a compact yet versatile solution fit for numerous applications. Constructed from the ground up, Reka Flash 3 was trained on a diverse collection of datasets that include both publicly accessible and synthetic data, undergoing a thorough instruction tuning process with carefully selected high-quality information to refine its performance. The concluding stage of its training leveraged reinforcement learning techniques, specifically the REINFORCE Leave One-Out (RLOO) method, which integrated both model-driven and rule-oriented rewards to enhance its reasoning capabilities significantly. With a remarkable context length of 32,000 tokens, Reka Flash 3 effectively competes against proprietary models such as OpenAI's o1-mini, making it highly suitable for applications that demand low latency or on-device processing. Operating at full precision, the model requires a memory footprint of 39GB (fp16), but this can be optimized down to just 11GB through 4-bit quantization, showcasing its flexibility across various deployment environments. Furthermore, Reka Flash 3's advanced features ensure that it can adapt to a wide array of user requirements, thereby reinforcing its position as a leader in the realm of multimodal AI technology. This advancement not only highlights the progress made in AI but also opens doors to new possibilities for innovation across different sectors.

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
Gopher
Nexus
Space

Integrations Supported

Alpaca
Automi
Gopher
Nexus
Space

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
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

Reka

Date Founded

2022

Company Location

United States

Company Website

www.reka.ai/news/introducing-reka-flash

Company Facts

Organization Name

Databricks

Date Founded

2013

Company Location

United States

Company Website

databricks.com

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