Text Generation
GGUF
Safetensors
English
gemma4
gemma
gemma-4
scientific
qlora
unsloth
ollama
openscholar
sciriff
conversational
Instructions to use michelinolinolino/gemma4-4b-sci with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use michelinolinolino/gemma4-4b-sci 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 michelinolinolino/gemma4-4b-sci # Run inference directly in the terminal: llama cli -hf michelinolinolino/gemma4-4b-sci
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf michelinolinolino/gemma4-4b-sci # Run inference directly in the terminal: llama cli -hf michelinolinolino/gemma4-4b-sci
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf michelinolinolino/gemma4-4b-sci # Run inference directly in the terminal: ./build/bin/llama cli -hf michelinolinolino/gemma4-4b-sci
Use Docker
docker model run hf.co/michelinolinolino/gemma4-4b-sci
- Llama new
- LM Studio
- Jan
- vLLM
How to use michelinolinolino/gemma4-4b-sci with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "michelinolinolino/gemma4-4b-sci" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "michelinolinolino/gemma4-4b-sci", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/michelinolinolino/gemma4-4b-sci
- Ollama
How to use michelinolinolino/gemma4-4b-sci with Ollama:
ollama run hf.co/michelinolinolino/gemma4-4b-sci
- Unsloth Desktop
- Docker Model Runner
How to use michelinolinolino/gemma4-4b-sci with Docker Model Runner:
docker model run hf.co/michelinolinolino/gemma4-4b-sci
- Lemonade
How to use michelinolinolino/gemma4-4b-sci with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull michelinolinolino/gemma4-4b-sci
Run and chat with the model
lemonade run user.gemma4-4b-sci-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
Download chat_template.jinja from michelinolinolino/gemma4-4b-sci: direct link, hf CLI and curl.
- Browser
- Download file 1.5 kB
-
https://huggingface.co/michelinolinolino/gemma4-4b-sci/resolve/main/chat_template.jinja
- Command line
-
hf download hf://michelinolinolino/gemma4-4b-sci/chat_template.jinja
-
curl -L -o chat_template.jinja https://huggingface.co/michelinolinolino/gemma4-4b-sci/resolve/main/chat_template.jinja
1.5 kB
| {{ bos_token }}{%- if messages[0]['role'] == 'system' -%} | |
| {%- set first_user_prefix = messages[0]['content'] + ' | |
| ' -%} | |
| {%- set loop_messages = messages[1:] -%} | |
| {%- else -%} | |
| {%- set first_user_prefix = "" -%} | |
| {%- set loop_messages = messages -%} | |
| {%- endif -%} | |
| {%- for message in loop_messages -%} | |
| {%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%} | |
| {{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }} | |
| {%- endif -%} | |
| {%- if (message['role'] == 'assistant') -%} | |
| {%- set role = "model" -%} | |
| {%- else -%} | |
| {%- set role = message['role'] -%} | |
| {%- endif -%} | |
| {{ '<|turn>' + role + ' | |
| ' + (first_user_prefix if loop.first else "") }} | |
| {%- if message['content'] is string -%} | |
| {{ message['content'] | trim }} | |
| {%- elif message['content'] is iterable -%} | |
| {%- for item in message['content'] -%} | |
| {%- if item['type'] == 'audio' -%} | |
| {{ '<|audio|>' }} | |
| {%- elif item['type'] == 'image' -%} | |
| {{ '<|image|>' }} | |
| {%- elif item['type'] == 'video' -%} | |
| {{ '<|video|>' }} | |
| {%- elif item['type'] == 'text' -%} | |
| {{ item['text'] | trim }} | |
| {%- endif -%} | |
| {%- endfor -%} | |
| {%- else -%} | |
| {{ raise_exception("Invalid content type") }} | |
| {%- endif -%} | |
| {{ '<turn|> | |
| ' }} | |
| {%- endfor -%} | |
| {%- if add_generation_prompt -%} | |
| {{'<|turn>model | |
| '}} | |
| {%- endif -%} | |