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# <sub><sub>_`FastKoko`_ </sub></sub>
[![Tests](https://img.shields.io/badge/tests-117%20passed-darkgreen)]()
[![Coverage](https://img.shields.io/badge/coverage-60%25-grey)]()
[![Tested at Model Commit](https://img.shields.io/badge/last--tested--model--commit-a67f113-blue)](https://huggingface.co/hexgrad/Kokoro-82M/tree/c3b0d86e2a980e027ef71c28819ea02e351c2667) [![Try on Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Try%20on-Spaces-blue)](https://huggingface.co/spaces/Remsky/Kokoro-TTS-Zero) [![Buy Me A Coffee](https://img.shields.io/badge/BMC-✨☕-gray?style=flat-square)](https://www.buymeacoffee.com/remsky)
[![Tested at Model Commit](https://img.shields.io/badge/last--tested--model--commit-a67f113-blue)](https://huggingface.co/hexgrad/Kokoro-82M/tree/c3b0d86e2a980e027ef71c28819ea02e351c2667) [![Try on Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Try%20on-Spaces-blue)](https://huggingface.co/spaces/Remsky/Kokoro-TTS-Zero)
Dockerized FastAPI wrapper for [Kokoro-82M](https://huggingface.co/hexgrad/Kokoro-82M) text-to-speech model
- OpenAI-compatible Speech endpoint, with inline voice combination functionality
- NVIDIA GPU accelerated or CPU Onnx inference
- very fast generation time
- 100x+ real time speed via HF A100
- 35-50x+ real time speed via 4060Ti
- 35x-100x+ real time speed via 4060Ti+
- 5x+ real time speed via M3 Pro CPU
- streaming support w/ variable chunking to control latency & artifacts
- simple audio generation web ui utility
- (new) phoneme endpoints for conversion and generation
- phoneme, simple audio generation web ui utility
- Runs on an 80mb-300mb model (CUDA container + 5gb on disk due to drivers)
## Quick Start