GitHub has become a treasure trove of amazing open-source projects, where developers showcase their expertise, creativity, and innovations. In this guide, we’ll explore the most starred and forked repositories related to LLM (Large Language Models) and ChatGPT. By the end of this article, you’ll be ready to dive into these repositories and utilize them for your projects!
Table of Contents
LLM Repositories
This section provides insights into the top 10 repositories in the LLM space. For a broader perspective, click Top 100 Stars in LLM.
| Rank | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | ollama | 89,694 | 7,033 | Go | 1,001 | Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models. | 2024-09-18 |
| 2 | gpt4all | 69,214 | 7,593 | C++ | 551 | Run Local LLMs on Any Device. Open-source and available for commercial use. | 2024-09-18 |
| 3 | llama.cpp | 65,069 | 9,331 | C++ | 281 | LLM inference in C/C++. | 2024-09-18 |
| 5 | dify | 45,810 | 6,454 | TypeScript | 263 | Dify is an open-source LLM app development platform. | 2024-09-19 |
| 10 | llama_index | 35,479 | 5,007 | Python | 576 | LlamaIndex is a data framework for your LLM applications. | 2024-09-18 |
ChatGPT Repositories
Similarly, let’s delve into the top 10 repositories related to ChatGPT. For more insights, click Top 100 Stars in ChatGPT.
| Rank | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | awesome-chatgpt-prompts | 110,729 | 15,072 | HTML | 0 | ChatGPT prompt curation to use ChatGPT better. | 2024-09-17 |
| 6 | openai-cookbook | 58,590 | 9,293 | MDX | 29 | Examples and guides for using the OpenAI API. | 2024-09-18 |
| 10 | Prompt-Engineering-Guide | 47,783 | 4,661 | MDX | 112 | Guides, papers, lecture, notebooks and resources for prompt engineering. | 2024-09-18 |
Understanding the Code: An Analogy
Think of GitHub repositories like a bookshelf in a public library. Each book (or repository) is authored by a different writer (developer) and holds an enticing story (code). Just as readers (developers) can take these books off the shelf to read and gain knowledge, they can also fork these repositories to create their own versions. The more stars a book has, the more popular it is—indicating that many readers found value in its contents. Similarly, forks represent how many readers have taken the blog home to read more deeply or even add their own notes.
Troubleshooting Tips
If you encounter any issues while exploring or using these repositories, consider the following:
- Check if you have the required programming language installed on your machine.
- Ensure that you understand the documentation provided with each repository; it often contains valuable setup instructions.
- If a project fails to compile or run, check the open issues section; others may have encountered the same problems and solutions may already be posted.
- For further insights or collaborations in AI development projects, tap into our community at fxis.ai.
At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.
Conclusion
Whether you’re starting out in AI development or a seasoned pro, these GitHub repositories provide extensive resources for you to enhance your skills and contribute to the evolving world of LLM and ChatGPT. Happy coding!