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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 Dataset Finder?

Dataset Finder is an all-encompassing platform designed for the management of AI training data. It empowers AI professionals, researchers, startups, and corporate teams to smoothly navigate a extensive library of curated datasets through simple natural language searches, evaluate these datasets based on more than 30 criteria including quality, licensing, bias, labels, and appropriateness for fine-tuning, and systematically organize their data into tailored projects and collections. Beyond merely facilitating the discovery of datasets, Dataset Finder also provides functionalities for monitoring training data inventory and lineage, as well as offering reusable AI training recipes and personalized data annotation services via Innovatiana. This platform is designed to unify the processes of dataset discovery, evaluation, organization, governance, and customized data generation into one streamlined workspace. By doing so, it significantly minimizes the time teams spend on data management, allowing them to concentrate more on advancing AI development. Additionally, by refining these workflows, Dataset Finder not only enhances productivity but also significantly improves the overall caliber of AI initiatives, making it an invaluable tool for any data-driven project.

Media

Media

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Integrations Supported

Additional information not provided

Integrations Supported

Additional information not provided

API Availability

API Availability

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

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Not specified

Company Facts

Organization Name

Stability AI

Date Founded

2019

Company Location

United Kingdom

Company Website

stability.ai/

Company Facts

Organization Name

Dataset Finder

Date Founded

2026

Company Location

France

Company Website

datasetfinder.co

Categories and Features

Chatbot

Not specified

Conversational AI

Not specified

Categories and Features

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