Explain: What is HuggingChat? Is it better than ChatGPT?

Artificial intelligence (AI) has taken over the world significantly in recent years. It constantly brings innovations that make human-machine interaction very seamless. Over the past few years, Open AI’s ChatGPT chatbot has been on everyone’s mind. Every day, ChatGPT amazes the world with its capabilities. There’s also a new AI chatbot called HuggingChat and we’ll explore what it is, everything you should know about it, and how it compares to ChatGPT.

What is HuggingChat?

HuggingChat is an AI chatbot created by Hugging Face, a leading developer of AI tools and technologies. Chatbots use natural language processing (NLP) and machine learning (ML) algorithms to create conversational interactions with users.

On first use, the platform will display a prompt saying: “This app is for demonstration purposes only. AI is an area of ​​active research with known problems such as bias and disinformation. Do not use this app for high stake decisions or advice. Your chats will be shared with model authors unless you turn this off in the settings.”

HuggingChat has an interface similar to ChatGPT. The platform has a home page and a simple description that says – “Make the best AI chat models of the community available to everyone.” Compared to ChatGPT, it only shows some sample queries, while ChatGPT also covers its capabilities and limitations. Additionally, both platforms display query history on the left side, along with options for Topics, Feedback, Settings, and About & Privacy.

It is designed to be flexible and can be used for many different purposes. The Open Assistant GitHub page says “We won’t stop at cloning ChatGPT. We want to build the assistant of the future, capable of not only writing emails and cover letters, but also doing meaningful work, using APIs, flexible information discovery, etc., with personal capabilities. Customize and extend the assistant to anyone. And we wanted to do that in an open and accessible way, which meant we had to not only make a great assistant, but also make it small and efficient enough to run on consumer hardware. use.”

The platform has built-in conversation models that it uses to respond to user queries and requests. This feature allows the chatbot to give the correct answer.

Furthermore, the platform is multilingual and supports over 200 languages. After being prompted with the question “How many languages ​​does HuggingChat support?”

The platform that generated this response”HuggingChat currently supports over 200 languages, including the most commonly used languages ​​like English, Spanish, French, German, Mandarin, Russian, Arabic, etc., as well as many dialects Regional and language minorities from around the world. world. Please let me know if you have any specific language requirements and I will do my best to accommodate your requests.“

READ| How to use Chat GPT: Step by step guide to running Open AI ChatGPT

What does HuggingChat do?

HuggingChat is currently running the Open Assistant bot, a project created by the Large Scale Artificial Open Network (LAION) of the German non-profit organization behind Stable Diffusion.

The Open Assistant model behind HuggingChat is based on the Big Language Model (LLaMA) Meta AI, a core model with 65 billion parameters from Meta, released in late February 2023.

What are the limitations of HuggingChat?

Some reports suggest that HuggingChat is prone to generating false data and illusions.

To test this, the query “Who is the fourth president of the United States?” posted and created here is the first response-“| Beginning of the period | End of trust | entertainment | Vice President(s) || — | — | — | — | — || | March 4, 1809 | 03/03/1817 | Democratic-republic | George Clinton to May 20, 1812; Elbridge Gerry November 11, 1813 |“

So it gives results that can be nowhere. Following the same query, it produces a rather lengthy and incomplete response. Sometimes it stops generating output in the middle of a response, so asking it to “continue” the response won’t work. The model will either stay on topic or give a completely unrelated result.

Why is HuggingChat not working?

HuggingChat recently launched and many users are running to test the new platform. There may be a chance that the AI ​​chatbot will load slowly or not at all depending on how busy the server is. The platform is still in the training phase, so quality responses and fast loading speeds can be expected in the future.

READ| What capabilities does ChatGPT currently have? Error: meaning, how to fix it?

How to use HuggingChat?

Hugging Face provides a web chat interface and you can use it by following the steps below:

• Visit the Hugging Face website at https://huggingface.co/.
• Clicking the banner above shows the “Start Chat” option
• This will take you to Hugging Face’s chat page, where you can interact with pre-trained chat models by typing in the chat box.
• No need to log in or create an account. The landing page will be AI chat

HuggingChat VS ChatGPT: Which is better?

The first and most important difference between the two platforms is their large language models (LLMs). These are the datasets that generate human responses to queries.

HuggingChat uses Meta’s LLaMA LLM, giving it a slight edge in accessing data collected until April 2023, while ChatGPT is based on OpenAI’s LLM GPT line, making data usage limited due until 2021.

Another aspect that was emphasized was the accuracy of the answers. In the query it says “Who won the 2019 Indian elections?” HuggingChat and ChatGPT are both correct but have different interpretations.

HuggingChat only refers to the winning side-”Bharatiya Janata Party or BJP” while ChatGPT answers questions in paragraph format- “The general election in India is held in 2019 and the results are announced on 23 May 2019. The winner is Bharatiya Janata Party (BJP) led by Narendra Modi. The BJP together with its allies won a majority of seats in the Lok Sabha (lower house of the Indian parliament) and formed the government. Narendra Modi has been sworn in as Prime Minister of India for a second consecutive term.”

In addition, HuggingChat is an open source technology developed by the parent company of Hugging Face. In open source projects, users have permission to access and modify the source code, which can be a problem.

On the other hand, ChatGPT is built on top of the GPT-3.5 architecture and its permissions are owned by OpenAI which means that the model’s source code cannot be accessed or modified.

The next comparison between the two is how one can use them. HuggingChat allows you to access the platform directly through its URL or through the HuggingFace website. On the other hand, to use ChatGPT, you need to create an account or log in to an account.

There is no valid comparison between the two platforms as both AI models are still in training mode and are still improving their responses.

Categories: Trends
Source: newstars.edu.vn