essobi/functiongemma-mobile-actions-v6-16bit

FunctionGemma Mobile Actions v6

A fine-tuned version of FunctionGemma 270M optimized for mobile device function calling. This model excels at understanding natural language commands and mapping them to structured function calls for common mobile actions.

Model Description

• Base Model: google/gemma-3-1b-it (270M parameters)
• Fine-tuning Method: LoRA (r=128, alpha=128)
• Training Data: google/mobile-actions + synthetic augmentation
• Optimized For: Mobile assistant function calling

Supported Functions

Function	Description	Example Input
set_alarm	Set alarms	"Wake me up at 7am"
create_reminder	Create reminders	"Remind me to buy milk"
set_timer	Set countdown timers	"Timer for 10 minutes"
make_call	Make phone calls	"Call Mom"
send_message	Send text messages	"Text John I'm running late"
create_calendar_event	Schedule events	"Schedule meeting at 3pm"
play_music	Play music	"Play some jazz"
get_weather	Get weather info	"What's the weather like?"
open_app	Open applications	"Open the camera"
navigate	Get directions	"Navigate to the airport"
set_volume	Adjust volume	"Turn the volume up"
calculator	Math calculations	"What's 15 times 23?"

Usage

from vllm import LLM, SamplingParams

llm = LLM(model="essobi/functiongemma-mobile-actions-v6-16bit", trust_remote_code=True)

# See full documentation for prompt format and tool definitions

Output Format

<start_function_call>call:function_name{param1:<escape>value1<escape>,param2:<escape>value2<escape>}<end_function_call>

License

This model is released under the Gemma License.