| 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. | |