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What is StableVicuna?

StableVicuna is the first large-scale open-source chatbot that has been developed utilizing reinforced learning from human feedback (RLHF). Building on the Vicuna v0 13b model, it has undergone significant enhancements through further instruction fine-tuning and additional RLHF training. By employing Vicuna as its core model, StableVicuna follows a rigorous three-phase RLHF framework as outlined by researchers Steinnon et al. and Ouyang et al. To achieve its remarkable performance, we engage in further training of the base Vicuna model through supervised fine-tuning (SFT), drawing from a combination of three unique datasets. The first dataset utilized is the OpenAssistant Conversations Dataset (OASST1), which contains 161,443 human-contributed messages organized into 66,497 conversation trees across 35 different languages. The second dataset, known as GPT4All Prompt Generations, includes 437,605 prompts along with responses generated by the GPT-3.5 Turbo model. The final dataset is the Alpaca dataset, featuring 52,000 instructions and examples derived from OpenAI's text-davinci-003 model. This multifaceted training strategy significantly bolsters the chatbot's capability to interact meaningfully across a variety of conversational scenarios, setting a new standard for open-source conversational AI.

What is Decide AI?

DecideAI represents a decentralized framework for artificial intelligence, centered on three core elements that establish a foundation for secure data sharing, annotation, model creation, and continuous improvement through strategies like reinforcement learning from human feedback (RLHF) and differential privacy optimization (DPO). The Decide ID feature employs zero-knowledge proofs to validate the identities and reputations of contributors, while safeguarding privacy with advanced methods such as 3D facial recognition and liveness detection. In addition, Decide Cortex provides users with access to high-quality, specialized large language models (LLMs) and carefully curated datasets generated through the protocol, enabling clients and developers to implement or tailor models effortlessly without extensive preparatory work. The platform is designed to ensure the secure and verifiable contribution of proprietary or specialized data, encourage ongoing participation through its native DCD token, and reduce reliance on large centralized AI service providers by facilitating on-chain or hybrid model hosting. This forward-thinking approach not only empowers various stakeholders to participate in the AI ecosystem but also fosters a collaborative atmosphere where both privacy and quality take precedence, ultimately paving the way for innovative developments in the field.

Media

Media

Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

API Availability

Has API

Pricing Information

Free
Free Version

Pricing Information

Pricing not provided
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Stability AI

Date Founded

2019

Company Location

United Kingdom

Company Website

stability.ai/

Company Facts

Organization Name

Decide AI

Date Founded

2021

Company Location

United States

Company Website

decideai.xyz/

Categories and Features

Chatbot

Not specified

Conversational AI

Not specified

Categories and Features

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