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@Desert-Ant-Labs

Desert Ant Labs

Desert Ant Labs is a European AI lab building small, opinionated on-device models.
README.md

Little brains in every product.

European AI lab building small, opinionated on-device models.

Every model is free up to 100k monthly active devices per SDK. Unlimited inference per user.

Drop-in SDKs for iOS, Android, Web, and Node, with open weights on Hugging Face.

Try our models with the Desert Ant CLI.

Model What it does Platform Docs
Align Word-timestamp refinement for any transcript, on device. Apple · Linux · Windows · Node SDK Model
Clear On-device speech enhancement: denoise, dereverb, and loudness-normalize. Apple · Android · Linux · Windows · Web · Node SDK Model
Clips Short clips and highlights from talking video and audio: podcasts, interviews, meetings. On-device. Apple · Linux · Windows SDK Model
Ear On-device spoken language identification across 102 languages. Apple · Android · Linux · Windows · Web · Node SDK Model
Emo Multilingual on-device emoji suggestion. Apple · Android · Linux · Windows · Web · Node SDK Model
Eye On-device photo understanding: scenes, quality, faces, people, pets, crops and sharpness. Apple · Android · Linux · Windows · Web · Node SDK Model
Gist Multilingual on-device content topic tagging across a 36-topic taxonomy. Apple · Android · Linux · Windows · Web · Node SDK Model
Moderator On-device NSFW image detection, trained only on licensed and synthetic data. Apple · Android · Linux · Windows · Web · Node SDK Model
Redact Multilingual on-device PII detection and redaction. Apple · Android · Linux · Windows · Web · Node SDK Model
Shapes On-device single-stroke shape recognition. Apple · Android · Linux · Windows · Web · Node SDK Model
Title On-device titles and descriptions: a short factual title and a one- to two-sentence description for any passage of text. Apple SDK Model
Tongue On-device language identification for short text across 84 languages. Apple · Android · Linux · Windows · Web · Node SDK Model
Uhm On-device filler-word detection: frame-precise "uh"/"um"/"hmm" spans. Apple SDK Model
Voz On-device speech recognition: transcripts with word-level timestamps, 25 languages. Apple · Android · Linux · Windows · Web · Node SDK Model
Who On-device speaker labeling: per-person turns with timestamps. Apple · Android · Linux · Windows · Web · Node SDK Model

In closed beta

Weights exist and the models work, but no SDK ships them yet, so there is nothing to install today. Ask us if you want early access.

Model What it does Docs
Face On-device face matching across a photo library or through a video. Model
Schemer On-device structured extraction into a caller-supplied JSON schema. Model
Toxic On-device hate-speech triage for European languages. Model

Links

Contact us

Popular repositories Loading

  1. desert-ant-core desert-ant-core Public

    On-device AI SDKs for iOS, macOS, Android, and the web. Small, focused models that run fully offline in Swift, Kotlin, and JavaScript with Core ML, LiteRT, and WebAssembly.

    Swift 432 23

  2. desert-ant-cli desert-ant-cli Public

    Run Desert Ant Labs on-device models from the terminal.

    Swift 66 3

  3. demo-clipper demo-clipper Public

    Example macOS app and CLI to generate short clips, fully on device.

    Swift 26 4

  4. demo-flow demo-flow Public

    Build flows and shortcuts on macOS with Desert Ant local models

    Swift 5

  5. desert-ant-swift desert-ant-swift Public

    Shared Swift core for Desert Ant Labs SDKs: DS.* design tokens, demo components, ModelStore (HuggingFace download + cache).

    Swift 4

  6. demo-redactor demo-redactor Public

    Redacts personal data when you copy or paste on your Mac, on device.

    Swift 4

Repositories

Showing 10 of 11 repositories
  • desert-ant-meander Public Forked from laurenwaller/meander

    Meander finds your trips in Photos and picks the best shots from each one.

    Desert-Ant-Labs/desert-ant-meander's past year of commit activity
    Swift 0 1 0 0 Updated Oct 30, 2026
  • desert-ant-cli Public

    Run Desert Ant Labs on-device models from the terminal.

    Desert-Ant-Labs/desert-ant-cli's past year of commit activity
    Swift 66 3 0 0 Updated Oct 28, 2026
  • desert-ant-core Public

    On-device AI SDKs for iOS, macOS, Android, and the web. Small, focused models that run fully offline in Swift, Kotlin, and JavaScript with Core ML, LiteRT, and WebAssembly.

    Desert-Ant-Labs/desert-ant-core's past year of commit activity
    Swift 432 23 8 1 Updated Oct 27, 2026
  • .github Public

    Organization profile

    Desert-Ant-Labs/.github's past year of commit activity
    0 0 0 1 Updated Oct 26, 2026
  • homebrew-tap Public

    Homebrew casks for Desert Ant Labs apps

    Desert-Ant-Labs/homebrew-tap's past year of commit activity
    Ruby 1 0 0 0 Updated Oct 20, 2026
  • demo-flow Public

    Build flows and shortcuts on macOS with Desert Ant local models

    Desert-Ant-Labs/demo-flow's past year of commit activity
    Swift 5 MIT 0 0 0 Updated Oct 20, 2026
  • COnnxRuntime Public
    Desert-Ant-Labs/COnnxRuntime's past year of commit activity
    C++ 2 0 0 0 Updated Oct 19, 2026
  • demo-clipper Public

    Example macOS app and CLI to generate short clips, fully on device.

    Desert-Ant-Labs/demo-clipper's past year of commit activity
    Swift 26 4 0 0 Updated Oct 16, 2026
  • demo-redactor Public

    Redacts personal data when you copy or paste on your Mac, on device.

    Desert-Ant-Labs/demo-redactor's past year of commit activity
    Swift 4 0 0 0 Updated Oct 16, 2026
  • desert-ant-swift Public

    Shared Swift core for Desert Ant Labs SDKs: DS.* design tokens, demo components, ModelStore (HuggingFace download + cache).

    Desert-Ant-Labs/desert-ant-swift's past year of commit activity
    Swift 4 0 0 0 Updated Aug 31, 2026
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