Instructions to use tuantucyd/PhoGPT-4B-Chat with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tuantucyd/PhoGPT-4B-Chat with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="tuantucyd/PhoGPT-4B-Chat",
	filename="PhoGPT-4B-Chat-Q4_K_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use tuantucyd/PhoGPT-4B-Chat with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tuantucyd/PhoGPT-4B-Chat:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf tuantucyd/PhoGPT-4B-Chat:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf tuantucyd/PhoGPT-4B-Chat:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf tuantucyd/PhoGPT-4B-Chat:Q4_K_M

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 tuantucyd/PhoGPT-4B-Chat:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf tuantucyd/PhoGPT-4B-Chat:Q4_K_M

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 tuantucyd/PhoGPT-4B-Chat:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf tuantucyd/PhoGPT-4B-Chat:Q4_K_M

Use Docker

docker model run hf.co/tuantucyd/PhoGPT-4B-Chat:Q4_K_M

LM Studio
Jan
Ollama
How to use tuantucyd/PhoGPT-4B-Chat with Ollama:
```
ollama run hf.co/tuantucyd/PhoGPT-4B-Chat:Q4_K_M
```

Unsloth Studio

How to use tuantucyd/PhoGPT-4B-Chat 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 tuantucyd/PhoGPT-4B-Chat 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 tuantucyd/PhoGPT-4B-Chat to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for tuantucyd/PhoGPT-4B-Chat to start chatting

Docker Model Runner
How to use tuantucyd/PhoGPT-4B-Chat with Docker Model Runner:
```
docker model run hf.co/tuantucyd/PhoGPT-4B-Chat:Q4_K_M
```

Lemonade

How to use tuantucyd/PhoGPT-4B-Chat with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull tuantucyd/PhoGPT-4B-Chat:Q4_K_M

Run and chat with the model

lemonade run user.PhoGPT-4B-Chat-Q4_K_M

List all available models

lemonade list

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

@article{PhoGPT, title = {{PhoGPT: Generative Pre-training for Vietnamese}}, author = {Dat Quoc Nguyen and Linh The Nguyen and Chi Tran and Dung Ngoc Nguyen and Dinh Phung and Hung Bui}, journal = {arXiv preprint}, volume = {arXiv:2311.02945}, year = {2023} }

clone from https://huggingface.co/vinai/PhoGPT-4B-Chat

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GGUF

Model size

4B params

Architecture

mpt

Hardware compatibility

4-bit

View +3 variants

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Paper for tuantucyd/PhoGPT-4B-Chat

PhoGPT: Generative Pre-training for Vietnamese

Paper • 2311.02945 • Published Nov 6, 2023