Instructions to use innerloop-dev/gemma3-4b-text with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use innerloop-dev/gemma3-4b-text 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 innerloop-dev/gemma3-4b-text:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf innerloop-dev/gemma3-4b-text:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf innerloop-dev/gemma3-4b-text:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf innerloop-dev/gemma3-4b-text: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 innerloop-dev/gemma3-4b-text:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf innerloop-dev/gemma3-4b-text: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 innerloop-dev/gemma3-4b-text:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf innerloop-dev/gemma3-4b-text:Q4_K_M

Use Docker

docker model run hf.co/innerloop-dev/gemma3-4b-text:Q4_K_M

LM Studio
Jan

vLLM

How to use innerloop-dev/gemma3-4b-text with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "innerloop-dev/gemma3-4b-text"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "innerloop-dev/gemma3-4b-text",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/innerloop-dev/gemma3-4b-text:Q4_K_M

Ollama
How to use innerloop-dev/gemma3-4b-text with Ollama:
```
ollama run hf.co/innerloop-dev/gemma3-4b-text:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use innerloop-dev/gemma3-4b-text with Docker Model Runner:
```
docker model run hf.co/innerloop-dev/gemma3-4b-text:Q4_K_M
```

Lemonade

How to use innerloop-dev/gemma3-4b-text with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull innerloop-dev/gemma3-4b-text:Q4_K_M

Run and chat with the model

lemonade run user.gemma3-4b-text-Q4_K_M

List all available models

lemonade list

Atomic Chat

innerloop-dev commited on 16 days ago

Commit

706c898

verified ·

1 Parent(s): 7483964

Upload gemma-3-4b-it-text-Q4_K_M.gguf with huggingface_hub

Browse files

Files changed (2) hide show

.gitattributes +1 -0
gemma-3-4b-it-text-Q4_K_M.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+gemma-3-4b-it-text-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text

gemma-3-4b-it-text-Q4_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:199388f8f8cbec06b80bd63b0b1a774103e00c993c107bf1d480e58047420532
+size 2498332864