Instructions to use hks350d/git-diff-to-commit-gemma-3-270m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use hks350d/git-diff-to-commit-gemma-3-270m with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="hks350d/git-diff-to-commit-gemma-3-270m",
	filename="gemma-3-finetune.Q8_0.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 hks350d/git-diff-to-commit-gemma-3-270m with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf hks350d/git-diff-to-commit-gemma-3-270m:Q8_0
# Run inference directly in the terminal:
llama-cli -hf hks350d/git-diff-to-commit-gemma-3-270m:Q8_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf hks350d/git-diff-to-commit-gemma-3-270m:Q8_0
# Run inference directly in the terminal:
llama-cli -hf hks350d/git-diff-to-commit-gemma-3-270m:Q8_0

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 hks350d/git-diff-to-commit-gemma-3-270m:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf hks350d/git-diff-to-commit-gemma-3-270m:Q8_0

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 hks350d/git-diff-to-commit-gemma-3-270m:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf hks350d/git-diff-to-commit-gemma-3-270m:Q8_0

Use Docker

docker model run hf.co/hks350d/git-diff-to-commit-gemma-3-270m:Q8_0

LM Studio
Jan
Ollama
How to use hks350d/git-diff-to-commit-gemma-3-270m with Ollama:
```
ollama run hf.co/hks350d/git-diff-to-commit-gemma-3-270m:Q8_0
```

Unsloth Studio new

How to use hks350d/git-diff-to-commit-gemma-3-270m 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 hks350d/git-diff-to-commit-gemma-3-270m 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 hks350d/git-diff-to-commit-gemma-3-270m to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for hks350d/git-diff-to-commit-gemma-3-270m to start chatting

Docker Model Runner
How to use hks350d/git-diff-to-commit-gemma-3-270m with Docker Model Runner:
```
docker model run hf.co/hks350d/git-diff-to-commit-gemma-3-270m:Q8_0
```

Lemonade

How to use hks350d/git-diff-to-commit-gemma-3-270m with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull hks350d/git-diff-to-commit-gemma-3-270m:Q8_0

Run and chat with the model

lemonade run user.git-diff-to-commit-gemma-3-270m-Q8_0

List all available models

lemonade list

git-diff-to-commit-gemma-3-270m / chat_template.jinja

hks350d

Add files using upload-large-folder tool

edcff0a verified 9 months ago

raw

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	{{ bos_token }}
	{%- if messages[0]['role'] == 'system' -%}
	{%- if messages[0]['content'] is string -%}
	{%- set first_user_prefix = messages[0]['content'] + '

	' -%}
	{%- else -%}
	{%- set first_user_prefix = messages[0]['content'][0]['text'] + '

	' -%}
	{%- endif -%}
	{%- 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 -%}
	{{ '<start_of_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'] == 'image' -%}
	{{ '<start_of_image>' }}
	{%- elif item['type'] == 'text' -%}
	{{ item['text'] \| trim }}
	{%- endif -%}
	{%- endfor -%}
	{%- else -%}
	{{ raise_exception("Invalid content type") }}
	{%- endif -%}
	{{ '<end_of_turn>
	' }}
	{%- endfor -%}
	{%- if add_generation_prompt -%}
	{{'<start_of_turn>model
	'}}
	{%- endif -%}