Instructions to use google/gemma-2b-it-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use google/gemma-2b-it-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="google/gemma-2b-it-GGUF",
	filename="gemma-2b-it.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use google/gemma-2b-it-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf google/gemma-2b-it-GGUF
# Run inference directly in the terminal:
llama-cli -hf google/gemma-2b-it-GGUF

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf google/gemma-2b-it-GGUF
# Run inference directly in the terminal:
llama-cli -hf google/gemma-2b-it-GGUF

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 google/gemma-2b-it-GGUF
# Run inference directly in the terminal:
./llama-cli -hf google/gemma-2b-it-GGUF

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 google/gemma-2b-it-GGUF
# Run inference directly in the terminal:
./build/bin/llama-cli -hf google/gemma-2b-it-GGUF

Use Docker

docker model run hf.co/google/gemma-2b-it-GGUF

LM Studio
Jan
Ollama
How to use google/gemma-2b-it-GGUF with Ollama:
```
ollama run hf.co/google/gemma-2b-it-GGUF
```

Unsloth Studio new

How to use google/gemma-2b-it-GGUF 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 google/gemma-2b-it-GGUF 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 google/gemma-2b-it-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for google/gemma-2b-it-GGUF to start chatting

Docker Model Runner
How to use google/gemma-2b-it-GGUF with Docker Model Runner:
```
docker model run hf.co/google/gemma-2b-it-GGUF
```

Lemonade

How to use google/gemma-2b-it-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull google/gemma-2b-it-GGUF

Run and chat with the model

lemonade run user.gemma-2b-it-GGUF-{{QUANT_TAG}}

List all available models

lemonade list

Request: DOI

by Heritierbuhavu - opened 18 days ago

Discussion

Heritierbuhavu

18 days ago

Bonjour l'équipe Google,
Je suis un développeur en robotique à Goma, RDC. J'ai déjà confirmé mon email, mais l'accès au modèle Gemma 2B reste en attente. J'ai besoin de ce modèle pour mon projet de robot éducatif tournant sur Raspberry Pi 4. Pourriez-vous valider mon accès ?
Merci.

thnamratha

Google org 3 days ago

Hi @Heritierbuhavu ,

Thanks for addressing this issue. Could you please let us know if you have requested access for the model card or the necessary license? If not, please follow this link: https://huggingface.co/docs/transformers.js/en/guides/private

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