codec.cpp

KO | EN

gitlite — search

#python #react #llm #golang #linux #macos #java #windows #awesome #cli #kubernetes #pytorch #mcp #ios

(★ 10)

Neural audio codec inference in C/C++

codec.cpp 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

codec.cpp
===

Neural audio codec inference in C/C++

The main goal of codec.cpp is to enable neural audio codec inference with minimal setup and state-of-the-art performance on a wide range of hardware — locally and in the cloud. Supports Mimi, DAC, WavTokenizer with quantization and multi-backend GPU acceleration.

## Quick Start

### 1. Convert Models to GGUF

```bash
cd scripts

# From HuggingFace
python convert-to-gguf.py --model-id kyutai/mimi --output mimi.gguf

# From local checkpoint
python convert-to-gguf.py --input-dir ./mimi-checkpoint --output mimi.gguf

# With quantization (Q4_K_M, Q5_K_M, Q8_0)
python convert-to-gguf.py --model-id kyutai/mimi --output mimi-q4.gguf --quantization Q4_K_M
```

### 2. Decode Audio

```bash
./build/codec-cli decode --model mimi.gguf --codes input.npy --out output.wav

# With GPU acceleration (if built with CUDA/Vulkan/Metal)
./build/codec-cli decode --model mimi.gguf --codes input.npy --out output.wav --use-gpu
```

## Build with GPU Acceleration

### CUDA (NVIDIA)
```bash
cmake -B build -DGGML_CUDA=ON
cmake --build build -j
./build/codec-cli --model model.gguf --codes in.npy --out out.wav --use-gpu
```

### Vulkan (Cross-platform)
```bash
cmake -B build -DGGML_VULKAN=ON
cmake --build build -j
```

### Metal (macOS)
```bash
cmake -B build -DGGML_METAL=ON
cmake --build build -j
```

### SYCL (Intel GPUs)
```bash
cmake -B build -DGGML_SYCL=ON
cmake --build build -j
```

### OpenCL
```bash
cmake -B build -DGGML_OPENCL=ON
cmake --build build -j
```

### CANN (Ascend)
```bash
cmake -B build -DGGML_CANN=ON
cmake --build build -j
```

### HIP/ROCm (AMD GPUs)
```bash
cmake -B build -DGGML_HIP=ON
cmake --build build -j
```

### MUSA
```bash
cmake -B build -DGGML_MUSA=ON
cmake --build build -j
```

### WebGPU
```bash
cmake -B build -DGGML_WEBGPU=ON
cmake --build build -j
```

### zDNN
```bash
cmake -B build -DGGML_ZDNN=ON
cmake --build build -j
```

### VirtGPU
```bash
cmake -B build -DGGML_VIRTGPU=ON
cmake --build build -j
```

### Multiple backends (fallback chain)
```bash
cmake -B build -DGGML_CUDA=ON -DGGML_VULKAN=ON
cmake --build build -j
# Runtime auto-selects: CUDA > Vulkan > CPU
```

### CPU-only (default)
```bash
cmake -B build
cmake --build build -j
./build/codec-cli --model model.gguf --codes in.npy --out out.wav
```

## License

MIT

---

<p align="center">
  <a href="https://bricks.tools">
    <img width="90px" src="https://avatars.githubusercontent.com/u/17320237?s=200&v=4">
  </a>
  <p align="center">
    Built and maintained by <a href="https://bricks.tools">BRICKS</a>.
  </p>
</p>

codec.cpp

codec.cpp 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

codec.cpp

codec.cpp 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README