OpenChatKit
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Introduction:OpenChatKit is a flexible open-source initiative designed for creating both specialized and general chatbots.
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Category:Chatbot
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Added on:May 30 2023
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Monthly Visitors:0.0
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Social & Email:—
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OpenChatKit: An Overview
OpenChatKit is an open-source initiative designed to furnish a robust foundation for the development of both specialized and general-purpose chatbots across a multitude of applications.
OpenChatKit: Main Features
- Instruction-tuned large language model
- Capability to handle various natural language tasks
- Access to large datasets
- Extensible retrieval system
- Live-updating source
- Availability of sample code
OpenChatKit: User Guide
- Visit the official OpenChatKit website to explore the demo.
- Access the source code, model weights, and training datasets available on GitHub.
- Join the OpenChatKit community on platforms such as GitHub, Discord, Twitter, and Medium for further information and to provide feedback.
OpenChatKit: User Reviews
- "OpenChatKit has transformed the way I approach chatbot development—it's both powerful and flexible!"
- "The community support is fantastic, and the documentation is thorough, making it easy to get started."
- "I appreciate the extensibility of the retrieval system; it allows for tailored solutions."
- "The performance of the instruction-tuned model is impressive, handling a wide range of tasks efficiently."
FAQ from OpenChatKit
What exactly is OpenChatKit and what features does it offer?
OpenChatKit is an open-source initiative designed to facilitate the development of chatbots that can cater to both specific and general needs. It includes essential elements like a large language model fine-tuned for instructions, customizable enhancement methods, a dynamic retrieval system for real-time information, and a moderation tool to manage inappropriate content.
Who contributed to the creation of OpenChatKit and what datasets were utilized?
The development of OpenChatKit involved collaboration among Together, LAION, and Ontocord. They produced the OIG-43M dataset, which consists of 43 million high-quality conversational instructions, as well as a moderation dataset containing examples of unsuitable queries for chatbots.
How can I experiment with OpenChatKit and share my thoughts?
You can explore OpenChatKit through its official website and provide your feedback via the dedicated feedback application. Additionally, you can engage with the community on platforms like GitHub, Discord, Twitter, and Medium to discuss ideas and suggestions.
What is the foundational model for OpenChatKit and how is it enhanced?
The foundational model of OpenChatKit is the GPT-NeoXT-Chat-Base-20B, which features 20 billion parameters based on EleutherAI's GPT-NeoX architecture. It is enhanced using the OIG-43M dataset, with a focus on various tasks including multi-turn dialogues, question answering, and summarization.
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