60MPH/ astral3-tools

472 Downloads Updated 3 months ago

Astral - A customized Gemma 3 model with built-in tool calling capabilities for seamless integration with n8n and automation workflows

vision tools 12b 27b

ollama run 60MPH/astral3-tools:12b

curl http://localhost:11434/api/chat \
  -d '{
    "model": "60MPH/astral3-tools:12b",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='60MPH/astral3-tools:12b',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: '60MPH/astral3-tools:12b',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Applications

Claude Code

Claude Code ollama launch claude --model 60MPH/astral3-tools:12b

Codex

Codex ollama launch codex --model 60MPH/astral3-tools:12b

OpenCode

OpenCode ollama launch opencode --model 60MPH/astral3-tools:12b

OpenClaw

OpenClaw ollama launch openclaw --model 60MPH/astral3-tools:12b

Models

Name

2 models

Size

Context

Input

astral3-tools:12b

8.1GB · 128K context window · Text, Image · 3 months ago

astral3-tools:12b

8.1GB

128K

Text, Image

astral3-tools:27b

17GB · 128K context window · Text, Image · 3 months ago

astral3-tools:27b

17GB

128K

Text, Image

Readme

Astral - Gemma 3 with Tool Calling

A customized version of Gemma 3 with native tool calling support, optimized for n8n and workflow automation platforms.

Overview

Astral extends Google’s Gemma 3 model with built-in tool calling capabilities, making it seamlessly compatible with automation platforms like n8n that require structured function execution.

Why This Exists

Ollama’s base Gemma 3 implementation doesn’t include a tool-calling template out of the box. When attempting to integrate it with n8n’s AI Agent nodes or similar workflow tools, you’ll encounter compatibility issues due to the missing function calling interface.

Astral solves this by adding a properly formatted tool calling layer that enables:

Native function execution - Call external tools and APIs directly from the model
Workflow integration - Seamless compatibility with n8n, LangChain, and other automation frameworks
Structured outputs - Reliable JSON responses for programmatic consumption

Use Cases

Building AI agents in n8n workflows
Automating complex multi-step processes
Creating chatbots with access to external data sources
Integrating LLMs into existing business automation pipelines

Getting Started

ollama pull astral3-tools:27b ollama pull astral3-tools:27b

Technical Details

Based on Google’s Gemma 3 architecture with custom modifications for tool calling support.

# Astral - Gemma 3 with Tool Calling

A customized version of Gemma 3 with native tool calling support, optimized for n8n and workflow automation platforms.

## Overview

Astral extends Google's Gemma 3 model with built-in tool calling capabilities, making it seamlessly compatible with automation platforms like n8n that require structured function execution.

## Why This Exists

Ollama's base Gemma 3 implementation doesn't include a tool-calling template out of the box. When attempting to integrate it with n8n's AI Agent nodes or similar workflow tools, you'll encounter compatibility issues due to the missing function calling interface.

Astral solves this by adding a properly formatted tool calling layer that enables:

- **Native function execution** - Call external tools and APIs directly from the model
- **Workflow integration** - Seamless compatibility with n8n, LangChain, and other automation frameworks
- **Structured outputs** - Reliable JSON responses for programmatic consumption

## Use Cases

- Building AI agents in n8n workflows
- Automating complex multi-step processes
- Creating chatbots with access to external data sources
- Integrating LLMs into existing business automation pipelines

## Getting Started
ollama pull astral3-tools:27b
ollama pull astral3-tools:27b

## Technical Details

Based on Google's Gemma 3 architecture with custom modifications for tool calling support.

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