README.md

---
base_model: google/functiongemma-270m-it
language:
- ru
library_name: transformers
tags:
- function-calling
- home-assistant
- gemma
- russian
- tool-use
license: gemma
---

# ha-russian-function-gemma

A specialized fine-tuned version of `google/functiongemma-270m-it` designed for direct, telegraphic Russian home automation commands.

## Model Details
- **Architecture:** Gemma-2
- **Parameters:** 270M
- **Fine-tuning Focus:** Russian Language, Short/Telegraphic commands, Home Assistant Tool Calling.
- **Tools Supported:** `set_device_state`, `set_device_value`, `get_device_status`.

## Usage Pattern
The model expects a `developer` role containing the tool definitions and a `user` role with telegraphic Russian.

**Input Example:**
"включи свет полки"

**Expected Output:**
`<start_function_call>call:set_device_state{entity_id: "light.shelves", service: "turn_on"}<end_function_call>`

## Training Data
Fine-tuned on a custom dataset of ~1400 Russian home automation scenarios spanning climate, lighting, and sensor queries.