Libraries Zonos How to use Zyphra/ZONOS3-Mini with Zonos:
# pip install git+https://github.com/Zyphra/Zonos.git
import torchaudio
from zonos.model import Zonos
from zonos.conditioning import make_cond_dict
model = Zonos.from_pretrained("Zyphra/ZONOS3-Mini", device="cuda")
wav, sr = torchaudio.load("speaker.wav") # 5-10s reference clip
speaker = model.make_speaker_embedding(wav, sr)
cond = make_cond_dict(text="Hello, world!", speaker=speaker, language="en-us")
codes = model.generate(model.prepare_conditioning(cond))
audio = model.autoencoder.decode(codes)[0].cpu()
torchaudio.save("sample.wav", audio, model.autoencoder.sampling_rate)
Notebooks Google Colab Kaggle Local Apps Settings llama.cpp How to use Zyphra/ZONOS3-Mini with llama.cpp:
Install (macOS, Linux) curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Zyphra/ZONOS3-Mini
# Run inference directly in the terminal:
llama cli -hf Zyphra/ZONOS3-Mini Install from WinGet (Windows) winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Zyphra/ZONOS3-Mini
# Run inference directly in the terminal:
llama cli -hf Zyphra/ZONOS3-Mini Build from source code git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-app
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama serve -hf Zyphra/ZONOS3-Mini
# Run inference directly in the terminal:
./build/bin/llama cli -hf Zyphra/ZONOS3-Mini Use Docker docker model run hf.co/Zyphra/ZONOS3-Mini Llama new LM Studio Jan Ollama How to use Zyphra/ZONOS3-Mini with Ollama:
ollama run hf.co/Zyphra/ZONOS3-Mini Unsloth Desktop Docker Model Runner How to use Zyphra/ZONOS3-Mini with Docker Model Runner:
docker model run hf.co/Zyphra/ZONOS3-Mini Lemonade How to use Zyphra/ZONOS3-Mini with Lemonade:
Pull the model # Download Lemonade from https://lemonade-server.ai/
lemonade pull Zyphra/ZONOS3-Mini Run and chat with the model lemonade run user.ZONOS3-Mini-{{QUANT_TAG}} List all available models lemonade list Atomic Chat 
