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SoftwareFramework

Qualcomm AI Hub Models

Qualcomm AI Hub Models is a framework maintained by Qualcomm Technologies, Inc.23, released Feb 2024. Its source code is public1 under the BSD 3-Clause "New" or "Revised" License21.

A Python package and GitHub repository of machine learning models prepared for deployment on Qualcomm devices. It provides export scripts that compile, quantize where applicable, profile, and run models through Qualcomm AI Hub Workbench, end-to-end demos for most models, and sample application code. Many of the packaged models come from other developers, such as YOLO, Llama, Mistral, Phi, and Qwen variants.1

Last reviewedEntry updated Documented release Feb 2024

Availability and license

Overall availability

Public

The code is public. Compiling, quantizing, profiling, and running models on hosted devices requires a Qualcomm ID and an AI Hub Workbench API token.1

Availability fact review: not separately recorded

Availability is separate from permission: read the license before using or redistributing.

The BSD 3-Clause license covers the repository's code. Each model's README links to the license of the original implementation or weights, for example Qwen's license on Hugging Face for Qwen3-4B and the YOLOv7 project's license for YOLOv7, so those terms apply to the underlying models.256

Component reuse rights

A readable or downloadable component is not automatically reusable. These indicators concern recorded license evidence, not system certification.
weights
Unknown — no complete fact-level rights review
code
Unknown — no complete fact-level rights review
data
Unknown — no complete fact-level rights review
documentation
Unknown — no complete fact-level rights review

No complete system-rights review is recorded for this release.

Public materials checklist

Items for a framework under USASI rubric v0.2. Unknown means unassessed or insufficient evidence.
Public materials checklist for Qualcomm AI Hub Models
ItemStatusNotes and evidence
Source codeIs the source code publicly readable?PublicDeveloped in the public qualcomm/ai-hub-models GitHub repository.1
DocumentationIs user documentation published?PublicThe README covers setup, model export, end-to-end demos, and supported runtimes, chipsets, and devices; each model has its own README.15
InstallationAre installation instructions or packages publicly available?PublicPublished on PyPI as qai-hub-models and installable with pip.13
Supported platformsAre supported operating systems or hardware documented?PublicThe README lists Qualcomm AI Engine Direct (Android, Linux, Windows), LiteRT (Android, Linux), and ONNX Runtime (Android, Linux, Windows) as on-device runtimes; PyPI lists Python 3.10 to 3.13.13
Release statusAre versioned releases published?PublicVersioned releases are published on GitHub and PyPI, including v0.63.0 on September 23, 2026.43

What it is useful for

Preparing models for on-device runtimes (Qualcomm AI Engine Direct, LiteRT, and ONNX Runtime) on Snapdragon and other Qualcomm platforms, and checking on-device output against PyTorch output on cloud-hosted devices.1

Run and use notes

Documented facts only. No hardware or performance claims are made without a cited source and stated assumptions.
  • The README documents a command-line interface (qai-hub-models) for browsing and downloading deployable model assets. End-to-end demos can run locally in PyTorch or on cloud-hosted Qualcomm devices through AI Hub Workbench.1

Organization context

Provenance and derivatives

The repository packages models from many developers for Qualcomm hardware. Packaging a model here does not change who developed it; each model README points to the original implementation and its license.156

U.S. eligibility

Project eligibility rests on documented governing or maintaining entities, not on contributors.

Eligible · basis: U.S.-governed project

The repository is published under the qualcomm GitHub organization, its license names Qualcomm Technologies, Inc. as copyright holder, and the PyPI package lists Qualcomm Technologies, Inc. as author. Qualcomm Technologies, Inc. is a subsidiary of QUALCOMM Incorporated, a Delaware corporation with principal executive offices in San Diego, California.2378

Assessed Sep 29, 2026

Sources

  1. 1.
    qualcomm/ai-hub-models README (external site: github.com)

    Qualcomm (GitHub) · Repository · accessed Sep 29, 2026

  2. 2.
    qualcomm/ai-hub-models LICENSE (external site: github.com)

    Qualcomm (GitHub) · License · accessed Sep 29, 2026

  3. 3.
    qai-hub-models · PyPI (external site: pypi.org)

    Python Package Index · Official page · accessed Sep 29, 2026

  4. 4.
    qualcomm/ai-hub-models release v0.63.0 (external site: github.com)

    Qualcomm (GitHub) · Release notes · published Sep 23, 2026 · accessed Sep 29, 2026

  5. 5.
    Qwen3-4B model README in qualcomm/ai-hub-models (external site: github.com)

    Qualcomm (GitHub) · Repository · accessed Sep 29, 2026

  6. 6.
    YOLOv7 model README in qualcomm/ai-hub-models (external site: github.com)

    Qualcomm (GitHub) · Repository · accessed Sep 29, 2026

  7. 7.
    Qualcomm Completes Acquisition of Modular (external site: qualcomm.com)

    Qualcomm · Announcement · published Jul 29, 2026 · accessed Sep 29, 2026

  8. 8.
    QUALCOMM Incorporated Form 10-Q for the quarter ended June 28, 2026 (external site: sec.gov)

    U.S. Securities and Exchange Commission (EDGAR) · Filing · published Jul 29, 2026 · accessed Sep 29, 2026

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USASI. (2026, September 29). Qualcomm AI Hub Models. United States of America Superintelligence. https://unitedstatesofamericasuperintelligence.com/open/qualcomm-ai-hub-models/

BibTeX

@misc{usasi_qualcomm_ai_hub_models,
  author = {{USASI}},
  title = {Qualcomm AI Hub Models},
  year = {2026},
  month = sep,
  howpublished = {\url{https://unitedstatesofamericasuperintelligence.com/open/qualcomm-ai-hub-models/}},
  note = {United States of America Superintelligence. Last updated 2026-09-29}
}

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