aufklarer / Cohere-Transcribe-2B-MLX-5bit

huggingface.co
Total runs: 37
24-hour runs: 0
7-day runs: 8
30-day runs: -13
Model's Last Updated: July 23 2026
automatic-speech-recognition

Introduction of Cohere-Transcribe-2B-MLX-5bit

Model Details of Cohere-Transcribe-2B-MLX-5bit

Cohere Transcribe 2B — MLX 5-bit affine

MLX weights for Cohere Transcribe 2B , ready for local speech-to-text with speech-swift .

Parameters Precision Sample rate Languages
2B 5-bit affine 16 kHz 14
Files
File Description
model*.safetensors MLX model weights
config.json Model and runtime configuration
tokenizer.model and tokenizer JSON files SentencePiece tokenizer data
Usage
speech transcribe recording.wav --engine cohere --model int5
import CohereTranscribeASR

let model = try await CohereTranscribeModel.load(
    "aufklarer/Cohere-Transcribe-2B-MLX-5bit"
)
let text = model.transcribe(
    audio: samples,
    sampleRate: sourceSampleRate,
    language: "en"
)
Benchmark

English FLEURS read speech, 80 utterances (759.56 seconds), Apple M5 Pro:

Variant Bundle WER Mean RTF Peak RSS
FP16 3.85 GiB 6.178% 0.0444 3,964 MiB
INT5 1.62 GiB 6.288% 0.0150 1,776 MiB
INT8 2.25 GiB 6.178% 0.0159 2,428 MiB

These read-speech measurements are not Artificial Analysis Conversational or ElevenLabs Scribe results.

Source and license

The base model is CohereLabs/cohere-transcribe-03-2026 and is released under Apache 2.0.

Links

Runs of aufklarer Cohere-Transcribe-2B-MLX-5bit on huggingface.co

37
Total runs
0
24-hour runs
4
3-day runs
8
7-day runs
-13
30-day runs

More Information About Cohere-Transcribe-2B-MLX-5bit huggingface.co Model

More Cohere-Transcribe-2B-MLX-5bit license Visit here:

https://choosealicense.com/licenses/apache-2.0

Cohere-Transcribe-2B-MLX-5bit huggingface.co

Cohere-Transcribe-2B-MLX-5bit huggingface.co is an AI model on huggingface.co that provides Cohere-Transcribe-2B-MLX-5bit's model effect (), which can be used instantly with this aufklarer Cohere-Transcribe-2B-MLX-5bit model. huggingface.co supports a free trial of the Cohere-Transcribe-2B-MLX-5bit model, and also provides paid use of the Cohere-Transcribe-2B-MLX-5bit. Support call Cohere-Transcribe-2B-MLX-5bit model through api, including Node.js, Python, http.

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aufklarer Cohere-Transcribe-2B-MLX-5bit online free

Cohere-Transcribe-2B-MLX-5bit huggingface.co is an online trial and call api platform, which integrates Cohere-Transcribe-2B-MLX-5bit's modeling effects, including api services, and provides a free online trial of Cohere-Transcribe-2B-MLX-5bit, you can try Cohere-Transcribe-2B-MLX-5bit online for free by clicking the link below.

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Cohere-Transcribe-2B-MLX-5bit install

Cohere-Transcribe-2B-MLX-5bit is an open source model from GitHub that offers a free installation service, and any user can find Cohere-Transcribe-2B-MLX-5bit on GitHub to install. At the same time, huggingface.co provides the effect of Cohere-Transcribe-2B-MLX-5bit install, users can directly use Cohere-Transcribe-2B-MLX-5bit installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Cohere-Transcribe-2B-MLX-5bit install url in huggingface.co:

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Url of Cohere-Transcribe-2B-MLX-5bit

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