fastchat vs ChatGPT Plugins

The lmsys/fastchat-t5-3b-v1.0 model, hosted on the Hugging Face platform, is a cutting-edge artificial intelligence solution designed to elevate chatbot interactions to new heights of fluency and coherence. This model is created by utilizing the power of Flan-T5 with a staggering 3 billion parameters, fine-tuned on conversations sourced from ShareGPT. Not only does it provide an impeccable foundation for developing dynamic and responsive chatbots for commercial applications, but it is also a vital resource for researchers delving into the intricacies of natural language processing and machine learning. Developed in April 2023 by the FastChat team, led by Dacheng Li, Lianmin Zheng, and Hao Zhang, this model achieves unparalleled language understanding and generation capabilities by implementing an encoder-decoder transformer architecture.

It has been meticulously trained on a dataset of 70,000 conversations, ensuring a broad understanding of various prompts and queries. The model has undergone rigorous testing, including a preliminary evaluation with GPT-4, showcasing its potential to provide informative and conversationally relevant responses. Due to its open-source status under the Apache 2.0 License, the model invites collaboration and innovation, making it a beacon for open science and AI democratization.

OpenAI follows an iterative deployment philosophy, and as part of this approach, it is gradually releasing plugins for ChatGPT. The purpose of this gradual release is to study the real-world use of the plugins, assess their impact, and identify any safety and alignment challenges that may arise. Getting these aspects right is essential for OpenAI to achieve its mission.

Since the launch of ChatGPT, users have expressed interest in having access to plugins, and many developers are experimenting with similar ideas. OpenAI is initially rolling out plugins to a small set of users and plans to gradually increase access as it learns more. After an alpha period, API users who want to integrate plugins into their products will also have access. OpenAI is excited to build a community that will help shape the future of the human-AI interaction paradigm.

Developers who have been invited off the waitlist can use OpenAI's documentation to build a plugin for ChatGPT. Once the plugin is created, it is listed in the prompt shown to the language model, along with documentation that instructs the model on how to use each one. The first set of plugins has been created by Expedia, FiscalNote, Instacart, KAYAK, Klarna, Milo, OpenTable, Shopify, Slack, Speak, Wolfram, and Zapier.