Instructions to use Luigi/PrimeTTS with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Luigi/PrimeTTS with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="Luigi/PrimeTTS",
	filename="streaming_llm/gemma270m_it_q8.gguf",
)

llm.create_chat_completion(
	messages = "\"The answer to the universe is 42\""
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use Luigi/PrimeTTS 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 Luigi/PrimeTTS:F32
# Run inference directly in the terminal:
llama cli -hf Luigi/PrimeTTS:F32

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Luigi/PrimeTTS:F32
# Run inference directly in the terminal:
llama cli -hf Luigi/PrimeTTS:F32

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf Luigi/PrimeTTS:F32
# Run inference directly in the terminal:
./llama-cli -hf Luigi/PrimeTTS:F32

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf Luigi/PrimeTTS:F32
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Luigi/PrimeTTS:F32

Use Docker

docker model run hf.co/Luigi/PrimeTTS:F32

LM Studio
Jan
Ollama
How to use Luigi/PrimeTTS with Ollama:
```
ollama run hf.co/Luigi/PrimeTTS:F32
```

Unsloth Studio

How to use Luigi/PrimeTTS with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for Luigi/PrimeTTS to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for Luigi/PrimeTTS to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Luigi/PrimeTTS to start chatting

Atomic Chat new
Docker Model Runner
How to use Luigi/PrimeTTS with Docker Model Runner:
```
docker model run hf.co/Luigi/PrimeTTS:F32
```

Lemonade

How to use Luigi/PrimeTTS with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Luigi/PrimeTTS:F32

Run and chat with the model

lemonade run user.PrimeTTS-F32

List all available models

lemonade list

PrimeTTS / v1b_8k

Commit History

v1b7: rare-char/brand/email booster retrain - beats v1b6 on rare-char+general+onset (user-approved)

075a6fd
verified

Luigi commited on 17 days ago

v1b7: rare-char/brand/email booster retrain - beats v1b6 on rare-char+general+onset (user-approved)

5db5b06
verified

Luigi commited on 17 days ago

v1b6: onset-trained model (full retrain, onset mixed) - human-approved, full-36 CER 0.109

6797eea
verified

Luigi commited on 17 days ago

v1b6: onset-trained model (full retrain, onset mixed) - human-approved, full-36 CER 0.109

8a43fae
verified

Luigi commited on 17 days ago

Add v1b Nano deployment artifact inflect_combined_v1b.gguf

098797e
verified

Luigi commited on 18 days ago

Add v1b 8k bundle (v1b3 acoustic w/ frame_pitch_refiner + snake_8k_lite vocoder); ONNX parity corr=1.0, zipformer CER 0.064

52ecdc8
verified

Luigi commited on 18 days ago

Commit History

v1b7: rare-char/brand/email booster retrain - beats v1b6 on rare-char+general+onset (user-approved) 075a6fd verified

v1b7: rare-char/brand/email booster retrain - beats v1b6 on rare-char+general+onset (user-approved) 5db5b06 verified

v1b6: onset-trained model (full retrain, onset mixed) - human-approved, full-36 CER 0.109 6797eea verified

v1b6: onset-trained model (full retrain, onset mixed) - human-approved, full-36 CER 0.109 8a43fae verified

Add v1b Nano deployment artifact inflect_combined_v1b.gguf 098797e verified

Add v1b 8k bundle (v1b3 acoustic w/ frame_pitch_refiner + snake_8k_lite vocoder); ONNX parity corr=1.0, zipformer CER 0.064 52ecdc8 verified

v1b7: rare-char/brand/email booster retrain - beats v1b6 on rare-char+general+onset (user-approved)

075a6fd
verified

v1b7: rare-char/brand/email booster retrain - beats v1b6 on rare-char+general+onset (user-approved)

5db5b06
verified

v1b6: onset-trained model (full retrain, onset mixed) - human-approved, full-36 CER 0.109

6797eea
verified

v1b6: onset-trained model (full retrain, onset mixed) - human-approved, full-36 CER 0.109

8a43fae
verified

Add v1b Nano deployment artifact inflect_combined_v1b.gguf

098797e
verified

Add v1b 8k bundle (v1b3 acoustic w/ frame_pitch_refiner + snake_8k_lite vocoder); ONNX parity corr=1.0, zipformer CER 0.064

52ecdc8
verified