Instructions to use bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF 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 bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF: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 bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF: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 bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M

Use Docker

docker model run hf.co/bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M

Ollama
How to use bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF with Ollama:
```
ollama run hf.co/bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF with Docker Model Runner:
```
docker model run hf.co/bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M
```

Lemonade

How to use bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bartowski/Gemma-2-9B-It-SPPO-Iter3-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Gemma-2-9B-It-SPPO-Iter3-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

Problem Model

by ClaudioItaly - opened Jul 2, 2024

Discussion

ClaudioItaly

Jul 2, 2024

this model is broken. He starts making endless signs. I've tried every way, I give up

ooooz

Jul 2, 2024

It's not broken for me, you need the last llama.cpp.

bartowski

Owner Jul 2, 2024

What he said ^

And if you're still having issues, make sure flash attention is off

ClaudioItaly

Jul 3, 2024

What he said ^

And if you're still having issues, make sure flash attention is off

Lm Studio updated the ccp yesterday and the problem remains even without flah

AndrewLockhart

Jul 3, 2024

Same. same. broken ggufs

bartowski

Owner Jul 3, 2024

I'm not seeing any issues either on lmstudio 0.2.27, can you guys share your hardware and settings?

Tested on windows with a 3070 and linux with a 3090

ooooz

Jul 4, 2024

No issue here and i even tried it in french for a full 8k tokens chat.
windows 10 with a 3090 ti llama.cpp + sillytavern as a front end and also tried with kobold.cpp (q8 quant)

AndrewLockhart

Jul 4, 2024

•

edited Jul 4, 2024

I tried this https://huggingface.co/legraphista/Gemma-2-9B-It-SPPO-Iter3-IMat-GGUF and it works fine, so idk what is wrong with these ggufs, I am using koboldcpp latest. And for me, it doesn't even load the model, errors occur.

bartowski

Owner Jul 4, 2024

That's very interesting since that quant from @legraphista (tagged so you can consider updating) is using a version of llama.cpp with a broken Gemma 2 implementation, so your experience should only be better on mine. What's the error you get @AndrewLockhart ?