Model reference · open weights

whisperk-coreml

whisperk-coreml is an open-weight audio or speech model from argmaxinc, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Audio argmaxinc 1 variants 11.6M downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What whisperk-coreml is

WhisperKit Repo WhisperKit is part of Argmax OSS, an On-device Speech AI SDK for Apple Silicon: https://github.com/argmaxinc/argmax-oss-swift Paper Check out the WhisperKit paper and presentation from ICML 2025: https://icml.cc/virtual/2025/47854 Pro For real-time transcription with speakers and custom vocabulary, check out Argmax Pro SDK: https://www.argmaxinc.com/blog/argmax-sdk-2

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

Makerargmaxinc
TypeAudio & music
Variants1
Runs withwhisperkit
Released2024-02-28
Popularity11.6M downloads / month
Likes204
LicenceOpen weights

How it works

How audio & music work

Audio or textinputAudio modelrecognise / synthesiseText or audiooutputSpeech-to-text turns audio into text; text-to-speech and music models turn text into audio.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
whisperkit-coremlBF16Weights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys whisperk-coreml for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (whisperk-coreml below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/audio/transcriptions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -F model="whisperk-coreml" -F file=@audio.mp3

Details

Languages, data & research

Tags

whisperkit coreml whisper asr quantized automatic-speech-recognition

Licence

Open weights

Open weights under mit — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

Want whisperk-coreml on EU-owned hardware?

Request this model on EU hardware See what’s served now

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