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---
license: apache-2.0
---
## Overview
**WhisperVQ**
WhisperVQ is a quantizer model and a key component of WhisperSpeech. It compresses speech into discrete tokens, enabling seamless compatibility with large language models (LLMs) for real-time speech understanding and various downstream tasks.
## Variants
| No | Variant | Cortex CLI command |
| --- | --- | --- |
| 1 | [gguf](https://huggingface.co/cortexso/whispervq/tree/main) | `cortex run whispervq` |
## Use it with Jan (UI)
1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)
2. Use in Jan model Hub:
```text
cortexso/whispervq
```
## Use it with Cortex (CLI)
1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart)
2. Run the model with command:
```bash
cortex run whispervq
```
## Credits
- **Author:** HomebrewResearch
- **Converter:** [Homebrew](https://www.homebrew.ltd/)
- **Original License:** [License]()
- **Papers:** [Paper](https://arxiv.org/abs/2410.15316) |