mirza234/azerbaijani-whisper-turbo-ggml

Azerbaijani Whisper Turbo GGML for whisper.cpp

This repository provides a ggml model file for whisper.cpp, converted from the original `LocalDoc/azerbaijani-whisper-turbo` Transformers checkpoint.

What this is

• —Source model: LocalDoc/azerbaijani-whisper-turbo
• —Converted format: GGML .bin
• —Target runtime: whisper.cpp and wrappers built on top of it
• —Intended language: Azerbaijani speech recognition

This repo exists because the original LocalDoc model is published in the Transformers ecosystem, while some mobile and embedded runtimes expect a whisper.cpp-compatible ggml model file instead.

Conversion note

The file in this repository was converted from the original LocalDoc checkpoint for use with whisper.cpp. In practical terms:

• —the original model was downloaded from Hugging Face
• —tokenizer files required by whisper.cpp were exported
• —the checkpoint was converted into a ggml binary

The conversion was prepared for on-device inference experiments in Flutter using whisper_ggml_plus, which itself uses whisper.cpp under the hood.

Intended use

Use this model if you need the Azerbaijani Whisper Turbo checkpoint in a whisper.cpp-compatible format.

Typical use cases include:

• —local speech-to-text on desktop or mobile
• —Flutter applications using whisper_ggml_plus
• —whisper.cpp command-line or embedded integrations

File

• —ggml-azerbaijani-whisper-turbo.bin

Original model

Please refer to the original source model for upstream training details, evaluation context, and authorship:

• —`LocalDoc/azerbaijani-whisper-turbo`

Notes

The Turbo variant is substantially larger than the Small variant. It may be more suitable for optional downloads or test builds than for bundling directly into mobile application assets.

Acknowledgements

• —LocalDoc for the original Azerbaijani Whisper model
• —OpenAI for Whisper
• —whisper.cpp contributors for the C/C++ inference runtime