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README.md
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pipeline_tag: text-to-speech
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---
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✨
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♻️ Old v0.19 files: https://hf.co/hexgrad/kLegacy/tree/main/v0.19
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❤️ Kokoro Discord Server: https://discord.gg/QuGxSWBfQy
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**Kokoro** is an open-weight TTS model with 82 million parameters. Despite its lightweight architecture, it delivers comparable quality to larger models while being significantly faster and more cost-efficient. With Apache-licensed weights, Kokoro can be deployed anywhere from production environments to personal projects.
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### Releases
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| Model | Published | Training Data | Compute (A100 80GB) |
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| ----- | --------- | ------------- | ------------------- |
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| **v1.0** | 2025 Jan 27 | Few hundred hrs |
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| [v0.19](https://huggingface.co/hexgrad/kLegacy/tree/main/v0.19) | 2024 Dec 25 | <100 hrs | $400 for 500 hrs | 1 & 10 | `3b0c392f` |
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v0.19 has been deprecated. You can access old v0.19 files [here](https://huggingface.co/hexgrad/kLegacy/tree/main/v0.19).
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### Usage
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[`pip install kokoro`](https://pypi.org/project/kokoro/) installs the inference library at https://github.com/hexgrad/kokoro
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| [SIWIS](https://datashare.ed.ac.uk/handle/10283/2353) | <11h | [CC BY 4.0](https://datashare.ed.ac.uk/bitstream/handle/10283/2353/license_text) | v0.19 / 22 Nov 2024 |
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### Acknowledgements
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<img src="https://static0.gamerantimages.com/wordpress/wp-content/uploads/2024/08/terminator-zero-41-1.jpg" width="400" alt="kokoro" />
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pipeline_tag: text-to-speech
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⬆️ **Kokoro has been upgraded to v1.0!** See [Releases](https://huggingface.co/hexgrad/Kokoro-82M#releases).
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✨ You can now [`pip install kokoro`](https://github.com/hexgrad/kokoro)! See [Usage](https://huggingface.co/hexgrad/Kokoro-82M#usage).
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**Kokoro** is an open-weight TTS model with 82 million parameters. Despite its lightweight architecture, it delivers comparable quality to larger models while being significantly faster and more cost-efficient. With Apache-licensed weights, Kokoro can be deployed anywhere from production environments to personal projects.
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### Releases
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| Model | Published | Training Data | Compute (A100 80GB) | Langs & Voices | SHA256 |
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| ----- | --------- | ------------- | ------------------- | -------------- | ------ |
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| **v1.0** | **2025 Jan 27** | **Few hundred hrs** | **$1000 for 1000 hrs** | [**5 & 44**](https://huggingface.co/hexgrad/Kokoro-82M/blob/main/VOICES.md) | `496dba11` |
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| [v0.19](https://huggingface.co/hexgrad/kLegacy/tree/main/v0.19) | 2024 Dec 25 | <100 hrs | $400 for 500 hrs | 1 & 10 | `3b0c392f` |
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### Usage
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[`pip install kokoro`](https://pypi.org/project/kokoro/) installs the inference library at https://github.com/hexgrad/kokoro
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| [SIWIS](https://datashare.ed.ac.uk/handle/10283/2353) | <11h | [CC BY 4.0](https://datashare.ed.ac.uk/bitstream/handle/10283/2353/license_text) | v0.19 / 22 Nov 2024 |
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### Acknowledgements
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- 🛠️ [@yl4579](https://huggingface.co/yl4579) for architecting StyleTTS 2.
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- 🏆 [@Pendrokar](https://huggingface.co/Pendrokar) for adding Kokoro as a contender in the TTS Spaces Arena.
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- 📊 Thank you to everyone who contributed synthetic training data.
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- ❤️ Special thanks to all compute sponsors.
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- 👾 Discord server: https://discord.gg/QuGxSWBfQy
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- 🪽 Kokoro is a Japanese word that translates to "heart" or "spirit". Kokoro is also the name of an [AI in the Terminator franchise](https://terminator.fandom.com/wiki/Kokoro).
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<img src="https://static0.gamerantimages.com/wordpress/wp-content/uploads/2024/08/terminator-zero-41-1.jpg" width="400" alt="kokoro" />
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