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Welcome!

Welcome to the OpenBMB Open-source Community Docs Center!

Here you'll find introductions to OpenBMB models and products, usage guides, and VRAM & performance references. Whether you're looking for the right model for your project, getting ready to deploy and fine-tune, or want to know what runtime configurations your device can support, you can start here.

We love developers. Come with your questions, projects, benchmarks, reproduction notes, deployment scripts, and wild ideas. The community knowledge base is not a one-way bulletin board, but an engineering workshop that we all maintain together.

EdgeHome HarnessA replayable, evaluable local control loop for a 1B on-device model, built in RustSqueezing a NAS: Hooking Up WorkBuddyRunning local AI on an N150 CPU: real-world uses and lessons learnedWhen a Catgirl Learns to Think, on Your PhoneWas this model made for catgirls? An on-device deployment testBuilding an Online Smart Data System with PilotDeckLessons from building a smart data management system on PilotDeck

Developer Co-creation​

MiniCPM Global Ambassador Program

MiniCPM Global Ambassador Program

We're looking for people like you:

  1. Community builders: skilled at planning and organizing offline and online events such as Meetups, Workshops, and hackathons — the core link that brings local developers together and connects the global community.
  2. Technical practitioners: you have built applications and real-world cases with MiniCPM series models and are happy to contribute code or solve real problems. You're not just a user, but a creator.
  3. Mission advocates: you share MiniCPM's open-source vision of "putting large models as close to users as possible" and are happy to pass on developers' real feedback and suggestions for improvement.
Join now
MiniCPM Spark Program: an ongoing call for real-world applications and experience sharing

We're collecting real-world applications and experience sharing related to large models. Submission themes:

  • Theme 1: Bring model capabilities into the real world. Build a real application or demo based on MiniCPM, showing the use case and actual results.
  • Theme 2: Pass practical experience on to those who come after. Share your experience getting started, deploying, fine-tuning, or optimizing, capturing real, reproducible technical methods.
Join now

Join the Community​

MiniCPM Text Community GroupUsing and developing with on-device text models
Join
MiniCPM-V Players GroupImage-text and video understanding with multimodal models
Join
VoxCPM Community GroupSpeech TTS and voice cloning technology
Join
PilotDeck Developer Community GroupUsing and developing on the AI agent platform
Join
StaffDeck Community GroupEnterprise agent applications
Tips for asking questions

When asking a question, try to include the model version, runtime environment, GPU / VRAM, launch command, full error message, and minimal reproduction steps. The more complete the information, the easier it is for the community to quickly pinpoint the problem.

Disclaimer​

[1] Except for community contributions, the copyright of all articles belongs to the OpenBMB Open-source Community. For commercial reposting, please contact the author for authorization; for non-commercial reposting, please credit the source.

[2] Community contributions do not represent the official views of the OpenBMB Open-source Community.

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