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GitHub Repos with 10K+ Stars for AI & Machine Learning

The most starred open-source ai & machine learning projects on GitHub. Battle-tested by thousands of developers.

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GitHub Repos with 10K+ Stars for AI & Machine Learning


GitHub hosts thousands of open-source projects, but finding the best ones for ai takes hours of research. We've done the work for you — here are the top projects worth deploying on your own server.


Why Self-Host GitHub Projects?


Open-source software gives you the code, but running it requires infrastructure. Self-hosting means:


  • **Full data ownership** — your data never leaves your server
  • **No SaaS fees** — pay only for the server ($5/month on TinyPod)
  • **Unlimited users** — no per-seat pricing
  • **Customization** — modify configs, themes, and integrations freely

    • 1. Open WebUI


    Open WebUI is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "Open WebUI" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    2. Ollama


    Ollama is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "Ollama" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    3. LocalAI


    LocalAI is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "LocalAI" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    4. Dify


    Dify is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "Dify" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    5. Flowise


    Flowise is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "Flowise" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    6. LangChain


    LangChain is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "LangChain" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    7. Haystack


    Haystack is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "Haystack" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    8. vLLM


    vLLM is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "vLLM" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    9. ComfyUI


    ComfyUI is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "ComfyUI" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    10. Stable Diffusion WebUI


    Stable Diffusion WebUI is one of the most popular open-source ai projects on GitHub. It's actively maintained, well-documented, and can be self-hosted on your own infrastructure.


    **Why developers love it:**

  • Active community with frequent releases
  • Clean API and extensive documentation
  • Self-hostable with Docker or one-click on TinyPod
  • Privacy-focused alternative to commercial tools

    • **Deploy it:** Search for "Stable Diffusion WebUI" on TinyPod and deploy in 60 seconds with automatic SSL and daily backups.


    How to Deploy These Projects


    The fastest way to deploy any of these projects:


    1. Sign up at tinypod.app (free 3-day trial)

    2. Search for the app in the catalog

    3. Click Deploy — live in 60 seconds with HTTPS

    4. Configure your custom domain (optional)


    Each TinyPod server includes 4 CPU cores, 8GB RAM, and 75GB NVMe storage — enough to run multiple apps simultaneously.


    Conclusion


    These ai projects represent the best of open-source software. Self-hosting them gives you the privacy, control, and cost savings that SaaS alternatives can't match. With TinyPod, deployment takes 60 seconds — try any of them free for 3 days.