---
title: faster-distil-whisper-large-v3
canonical_url: "https://www.modelscope.cn/models/gpustack/faster-distil-whisper-large-v3"
md_url: "https://www.modelscope.cn/models/gpustack/faster-distil-whisper-large-v3.md"
repository: gpustack/faster-distil-whisper-large-v3
last_updated: 2024-12-12
license: mit
library_name:
  - pytorch
frameworks:
  - pytorch
language:
  - en
downloads: 1194
stars: 0
tags:
  - audio
  - automatic-speech-recognition
---

# faster-distil-whisper-large-v3

> faster-distil-whisper-large-v3 - gpustack 在 ModelScope 开源的模型。Whisper distil-large-v3 model for CTranslate2

gpustack/faster-distil-whisper-large-v3 是 ModelScope 魔搭社区上的机器学习模型，采用 mit 许可。

- **Repository**: gpustack/faster-distil-whisper-large-v3
- **License**: mit
- **Tags**: audio, automatic-speech-recognition
- **Downloads**: 1194
- **Stars**: 0
- **Last updated**: 2024-12-12

Source: https://www.modelscope.cn/models/gpustack/faster-distil-whisper-large-v3

---

# Whisper distil-large-v3 model for CTranslate2

This repository contains the conversion of [distil-whisper/distil-large-v3](https://huggingface.co/distil-whisper/distil-large-v3) to the [CTranslate2](https://github.com/OpenNMT/CTranslate2) model format.

This model can be used in CTranslate2 or projects based on CTranslate2 such as [faster-whisper](https://github.com/systran/faster-whisper).

## Example

```python
from faster_whisper import WhisperModel

model = WhisperModel("distil-large-v3")

segments, info = model.transcribe("audio.mp3", language="en", condition_on_previous_text=False)
for segment in segments:
    print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text))
```

## Conversion details

The original model was converted with the following command:

```
ct2-transformers-converter --model distil-whisper/distil-large-v3 --output_dir faster-distil-whisper-large-v3 \
    --copy_files tokenizer.json preprocessor_config.json --quantization float16
```

Note that the model weights are saved in FP16. This type can be changed when the model is loaded using the [`compute_type` option in CTranslate2](https://opennmt.net/CTranslate2/quantization.html).

## More information

**For more information about the original model, see its [model card](https://huggingface.co/distil-whisper/distil-large-v3).**