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选题[tech]: 20240112 13 Best Open Source ChatGPT Alternatives
sources/tech/20240112 13 Best Open Source ChatGPT Alternatives.md
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[#]: subject: "13 Best Open Source ChatGPT Alternatives"
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[#]: via: "https://itsfoss.com/open-source-chatgpt-alternatives/"
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[#]: author: "Ankush Das https://itsfoss.com/author/ankush/"
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[#]: collector: "lujun9972/lctt-scripts-1700446145"
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[#]: translator: " "
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[#]: reviewer: " "
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[#]: publisher: " "
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[#]: url: " "
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13 Best Open Source ChatGPT Alternatives
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======
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ChatGPT is a powerful generative AI tool developed by OpenAI. You enter text prompts in a conversational way, and it gives you a detailed response.
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Sure, it is not perfect. But, sometimes it is incredibly helpful. No matter what you do with it, unfortunately, it is not an open-source solution.
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As a proprietary option, it isn't beneficial in every way. So, what are some open source ChatGPT alternatives? Here, let me highlight the best ChatGPT alternatives that are open-source in nature.
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📋
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Not all ChatGPT alternatives function the same way. Some solutions are purely meant for developers to create their own chatbot on top of it. And, a few others offer a chatbot or demo for you to test.
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### Reasons to Look for Open-Source ChatGPT Alternatives
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Relying on any single service is bad for the consumers. The same goes for ChatGPT.
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In addition to that, here's why we should look for open ChatGPT alternatives:
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* Get transparency on how our data is being handled.
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* You can choose to build your own solution, saving money in the process.
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* Customize the ChatGPT alternative as per your requirements.
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* You are not locked on to the policies of a single company. The open-source solution can be flexible as per your needs.
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* Contributions to the open-source project will make an impact on everyone across the globe.
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I do not intend to say that ChatGPT is bad, or you should stop using it. However, "we" as the users should benefit more from the open alternatives in the long-run.
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Now, let us move on to the best open-source ChatGPT alternatives.
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❌
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Not all demos allow commercial use. You need to be careful when using the content from the chatbot demos for some options.
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### 1\. OpenChatKit
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![][1]
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[OpenChatKit][2] is a full-fledged ChatGPT alternative developed by [Together][3].
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The company initially collaborated with research organizations like **LAION** (responsible for [**Stable Diffusion**][4]) to create a training dataset. When writing this, it uses the [RedPajama model][5], one of the largest open-source AI models.
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You can try if it fits your use-cases and explore its [GitHub page][6] for technical details.
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### 2\. ChatRWKV
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![][7]
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ChatRWKV is an open-source alternative powered by an RNN (Recurrent Neural Network) language model.
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You can find a demo of it on [Huggingface][8]. The [GitHub page][9] mentions all about its repository, technical details, and the latest version preview.
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Developers and businesses can build their chatbots utilizing ChatRWKV.
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### 3\. ColossalChat
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![][10]
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Colossal AI is an open-source initiative to help you clone AI models and build ChatGPT-like platforms for your requirements.
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[ColossalChat][11] is the chatbot leveraging the project. Unfortunately, the demo is not functional when writing this.
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You can explore its source code on [GitHub][12].
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### 4\. KoboldAI
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A ChatGPT-like AI for assisted writing in the form of a browser-based front-end. While it supports a chatbot mode, it is primarily designed as an AI assistant for writing geared towards Novels.
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There are various models available, and you can run it on [Google Colab][13] easily.
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It supports different modes to optimize your writing and play with it. You can explore all about it on its [GitHub page][14].
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### 5\. GPT4ALL
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GPT4all is an interesting open-source project that aims to provide you with chatbots that you can run anywhere.
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Yes, you can run it locally on your CPU and supports almost every other GPU.
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All you need to do is install its desktop application (the chat client), and get started. Want to learn how it's made? Check out its [GitHub page][15].
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### 6\. HuggingChat
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![][16]
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Sounds familiar? Well, Huggingface's platform is used by other AI models and chatbots to showcase a demo.
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And, HuggingChat is its take on a ChatGPT alternative, which is open-source. It makes use of the community's best AI models to make the chatbot work.
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You can [take it for a spin][17], and explore the [source code][18] for more details. One can choose to use the chat application with a different back-end to meet specific requirements.
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### 7\. Koala
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Koala by [EasyLM][19] is a chatbot that you can try running locally. It is built on top of LLaMA dataset.
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You can refer to its [official blog post][20] to explore the intriguing details.
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The demo is not available at the moment. However, you can follow its [documentation][21] to try running it locally and test it out.
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### 8\. Vicuna
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![][22]
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Vicuna is yet another open-source chatbot trained on top of LLaMA. As per the developers, when evaluated using GPT-4 as a judge, it concluded that it comes close to the quality of ChatGPT.
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An interesting claim that you might want to test against. You can select the language model Vicuna and try it on [Chatbot Arena][23].
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Explore more about it on its [official blog post][24].
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### 9\. Alpaca-LoRA
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Alpaca-Lora aims to provide an instruct model using low-rank adaptation, letting you run it on a Raspberry Pi.
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The entire model can be trained using a single RTX 4090 GPU in a few hours.
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At the time, the demo was not working. You can explore all about it on its [GitHub page][25].
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### 10\. Dolly
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![][26]
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Dolly is another language model trained in the Databricks machine learning platform licensed for commercial use.
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You can take a look at the source code on [GitHub][27] and explore the model on [Huggingface][28].
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### 11\. H2oGPT
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![][29]
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H2oGPT is tailored for queries to help you summarize your documents. To achieve that, it lets you upload and view documents through its user interface, which is private to you.
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You can also initiate a conversation like ChatGPT. There are easy installers available for Windows, and macOS. A little more effort needed using Docker to set it up on a Linux machine.
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You can try the [live demo][30] of the chatbot to get an idea and explore the source code on its [GitHub page][31].
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### 12\. Cerebras-GPT
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![][32]
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Cerebras-GPT offers open-source GPT-like models trained using a massive number of parameters.
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It does not offer a chatbot. They only aim to provide open-source models that you can use for better accuracy and compute efficiency.
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You can get the model details on [Hugging Face][33].
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### 13\. OpenAssistant
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OpenAssistant was a project to give everyone access to a chatbot like ChatGPT.
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For a while, they collected data from users using a demo. Now, the demo is no longer functional as the project was marked complete by the creator.
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You can utilize the project's progress and the [source][34] to build on it.
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**Suggested Read 📖**
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![][35]
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### Wrapping Up
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ChatGPT's open-source alternatives offer various benefits to users and developers. You can choose to use an open-source chatbot or an open-source language model to build one for your business.
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No matter what you pick, you are free to modify and use it as per your requirements, keeping the policies in mind for available language models.
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_What is your favorite open-source ChatGPT alternative? Did we miss listing any of your favorite open ChatGPT projects? Let us know your thoughts in the comments down below._
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--------------------------------------------------------------------------------
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via: https://itsfoss.com/open-source-chatgpt-alternatives/
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作者：[Ankush Das][a]
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选题：[lujun9972][b]
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译者：[译者ID](https://github.com/译者ID)
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校对：[校对者ID](https://github.com/校对者ID)
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本文由 [LCTT](https://github.com/LCTT/TranslateProject) 原创编译，[Linux中国](https://linux.cn/) 荣誉推出
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[a]: https://itsfoss.com/author/ankush/
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[b]: https://github.com/lujun9972
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[1]: https://itsfoss.com/content/images/2024/01/openchatkit-screenshot.jpg
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[2]: https://huggingface.co/spaces/togethercomputer/OpenChatKit
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[3]: https://www.together.ai/
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[4]: https://github.com/Stability-AI/stablediffusion
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[5]: https://www.together.ai/blog/redpajama-7b
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[6]: https://github.com/togethercomputer/OpenChatKit
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[7]: https://itsfoss.com/content/images/2024/01/chatrwkv.jpg
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[8]: https://huggingface.co/spaces/BlinkDL/RWKV-Gradio-2
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[9]: https://github.com/BlinkDL/ChatRWKV
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[10]: https://itsfoss.com/content/images/2024/01/colossalchat.jpg
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[11]: https://chat.colossalai.org/
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[12]: https://github.com/hpcaitech/ColossalAI/tree/main/applications/Chat
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[13]: https://colab.research.google.com/?utm_source=scs-index
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[14]: https://github.com/KoboldAI/KoboldAI-Client
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[15]: https://github.com/nomic-ai/gpt4all
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[16]: https://itsfoss.com/content/images/2024/01/huggingchat.jpg
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[17]: https://huggingface.co/spaces/huggingchat/chat-ui
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[18]: https://huggingface.co/spaces/huggingchat/chat-ui/tree/main
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[19]: https://github.com/young-geng/EasyLM#koala
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[20]: https://bair.berkeley.edu/blog/2023/04/03/koala/
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[21]: https://github.com/young-geng/EasyLM/blob/main/docs/koala.md
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[22]: https://itsfoss.com/content/images/2024/01/vicuna.jpg
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[23]: https://chat.lmsys.org/
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[24]: https://lmsys.org/blog/2023-03-30-vicuna/
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[25]: https://github.com/tloen/alpaca-lora
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[26]: https://itsfoss.com/content/images/2024/01/dolly-huggingface.jpg
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[27]: https://github.com/databrickslabs/dolly
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[28]: https://huggingface.co/databricks/dolly-v2-12b
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[29]: https://itsfoss.com/content/images/2024/01/h2ogpt.jpg
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[30]: https://huggingface.co/spaces/h2oai/h2ogpt-chatbot2
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[31]: https://github.com/h2oai/h2ogpt
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[32]: https://itsfoss.com/content/images/2024/01/cerebras.jpg
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[33]: https://huggingface.co/cerebras/Cerebras-GPT-6.7B
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[34]: https://github.com/LAION-AI/Open-Assistant?tab=readme-ov-file#how-to-try-it-out
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[35]: https://itsfoss.com/content/images/size/w256h256/2022/12/android-chrome-192x192.png
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