Shulou(Shulou.com)11/24 Report--

The biggest and strongest ChatGPT in history has arrived!

Not good, ChatGPT's Pingti is here!

Waking up overnight, Hugging Face, the largest open source community, released HuggingChat with 30 billion parameters.

It's open source, it's free, it's easy to use on the Internet.

Website stamp here: hf.co/chat, seconds to experience ChatGPT perfect replacement.

If ChatGPT is Apple's iOS system, then HuggingChat will become an open source version of Android.

I have to say, Hugging Face after connecting Amazon is a bit fierce.

HuggingChat VS ChatGPT Before going into depth, let's start with something exciting.

The first thing I did when I opened the web page was to provoke HuggingChat and ask him what the difference was between ChatGPT and HuggingChat.

HuggingChat article analysis, impartial.

Data sources: While both use machine learning models trained on large amounts of text data, HuggingChat (Open Assistant) has a wider range of sources than ChatGPT, including not only written content, but also user queries and conversations generated by real people.

Scale and complexity: ChatGPT consists of a larger, more complex neural network architecture than Open Assistant, allowing for greater processing power and more possible tasks.

Customizability: Open Assistant provides customization options and integrations for third-party services, enabling developers to customize functionality to their needs. This feature does not exist in ChatGPT.

User Interface/Integration: Open Assistant provides APIs, webhooks, and other integration methods that make conversational AI easier to embed into different applications.

Open source and collaboration: Unlike ChatGPT, OA is open source, meaning contributors from around the world can share knowledge, refine models, improve their functionality, and collaborate to develop new features.

Before testing HuggingChat any further, there is one thing to clarify. That's the link between the Open Assistant (insert a link to the Open Assistant article) and HuggingChat that was released a while ago, lest readers think they're two completely different things.

"Open Assistant and HuggingChat are two related projects, both involving the development of conversational AI using deep learning techniques and massive amounts of text data.

Their common roots are Hugging Face Inc., The research lab focuses on building industry-leading AI technologies in areas such as text generation and understanding, computer vision and NLP. In addition, HuggingChat stands for aspects such as chatbots or language models, while Open Assistant builds on this foundation with additional features and capabilities designed to be better suited to more general questions and answers.

So essentially, you can think of them as branches of the same tree, derived from complementary ways of communicating with natural language machines."

Now that the basic relationship is clear, we can further understand HuggingChat.

At first glance, HuggingChat's interface is quite similar to ChatGPT.

On the left is a section with the latest chats, and most of the browser window is occupied by the current chat. Currently, users cannot log in and save their conversations for reuse over a longer period of time.

Like ChatGPT, HuggingChat can generate natural language or formatted text on request, out of the box.

It can also generate code, including syntax highlighting. As an aside, this feature was added weeks after Google launched Bard.

The response speed of HuggingChat chatbot is also very fast, which is basically the same as GPT-3.5-turbo.

The only fly in the ointment is that HuggingChat handles English much better than Chinese because the training is incomplete. After all, every language needs a lot of corpus to train.

As described above, HuggingChat is based on OpenAssistant, which OA launched last December and was an open source competitor to ChatGPT at the time. Similar to HuggingChat chat interface.

It has remained free since mid-April 2023.

The language systems of both models are based on a 30 billion parameter LLaMA model. Like Alpaca or Vicuna, these models are "instruction fine-tuned" and, unlike ChatGPT, are not improved by reinforcement learning with human feedback (RLHF).

According to Hugging Face, OpenAssistant isn't the end of the line.

Ultimately, the platform hopes to provide "all" high-quality chat models from a single hub.

Although HuggingChat is open source, this does not mean that content can be generated casually.

A potentially criminal or otherwise inappropriate request would be rejected in good faith. For example, ask HuggingChat how to make bombs.

However, one thing must be made clear here. As mentioned above, training in languages other than English is not perfect, so this self-checking mechanism is only the most complete in English.

The researchers conducted a test in German, also asking about bomb practices, which is HuggingChat, which simply means, morally unacceptable, but the gang still helps.

Fortunately, HuggingChat, although willing to help, is unable to do so. The robot is also not very good at making bombs, and its advice is very hip, researchers said.

Finally, in terms of privacy, the current version of HuggingChat doesn't store any chat data based on Hugging Face, and there's no mention of user accounts.

HuggingChat cannot access any existing HuggingFace accounts. But the future is hard to say, there may be an option to share user chat data with model vendors for optimization purposes.

Netizens commented that Nvidia's great god Jim Fan expressed his opinion on Twitter. He thought that HuggingChat, a 30 billion parameter open source model, was simply a replacement for ChatGPT.

The next step for HuggingChat must be to develop an "APP" that becomes an Android App Store (similar to the ChatGPT plug-in system).

In fact, Hugging Face has one advantage over OpenAI, and that is that apps in the store can be multimodal models that have already been published by Hugging Face.

Of course, HuggingChat isn't perfect at the moment, and netizens say there will be bugs when writing code.

HuggingChat will also make factual errors, claiming that French President Macron (incumbent) will die in 2036.🤣

Good in learning fast, in the net friend after the question answered correctly.

References:

https://the-decoder.com/huggingchat-is-an-open-source-alternative-to-chatgpt/

https://huggingface.co/chat/

This article comes from Weixin Official Accounts: Xinzhiyuan (ID: AI_era)

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