raj2211/functiongemma-270m-it-mobile-actions-44-functions

A fine-tuned model based on google/functiongemma-270m-it.

you can find the trainned dataset at https://www.kaggle.com/datasets/padmarajkore/combined-mobile-tool-dataset

evalution result at https://github.com/padmarajkore/mobile-tool-calling-poc/tree/main/FunctionGemma-Mobile-Actions-Finetune-raj/evaluation_results

and its trannied on following actions,

Training Dataset Analysis

Total Records: 14,654
Unique Actions: 33

#	Action	Count	Example Prompt
1	create_calendar_event	3,544	"Please set a reminder for a "Team Sync Meeting" this Friday, June 6th, 2025, at 2 PM."
2	send_email	2,276	"Turn off the flashlight and send an email to sofia.lindstrom@innotrail.net with the subject 'Quick Status Update' and body 'Hi Sofia, just wanted to give you a quick update on the project. We're on track for the deadline. Best regards'."
3	show_map	2,011	"Please schedule 'Lunch with Priya' on February 28th, 2024, at 1:30 PM, and also show me the map location for 'Blue Bottle Coffee, 456 Sansome St, San Francisco, CA'."
4	create_contact	2,111	"Please add a new contact named Hiroshi Tanaka. His phone number is +81 90-1234-5678 and his email is hiroshi.t@example.jp."
5	turn_on_flashlight	1,007	"Turn on the flashlight and also please schedule a calendar event called 'Dentist Appointment' for Friday, November 14th, 2025, at 3 PM."
6	turn_off_flashlight	908	"Turn off the flashlight and send an email to sofia.lindstrom@innotrail.net with the subject 'Quick Status Update'..."
7	open_wifi_settings	1,279	"I want to change my Wi-Fi network. Can you open the Wi-Fi settings menu for me?"
8	play_music	350	"Play hip hop"
9	make_phone_call	339	"Dial my sister"
10	open_app	319	"Please open YouTube"
11	set_alarm	340	"Wake me at 9:15"
12	set_volume	290	"Set volume to max"
13	send_sms	240	"Message Sarah I'll call you later"
14	get_directions	239	"Get me to the train station"
15	set_brightness	236	"Lower brightness to 25"
16	toggle_bluetooth	248	"Start Bluetooth"
17	search_web	250	"Search for jobs"
18	take_photo	250	"Take a picture"
19	toggle_wifi	220	"Switch off WiFi"
20	read_sms	200	"Check messages"
21	set_ringer_mode	200	"Set phone to silent"
22	read_notifications	180	"Check notifications"
23	clear_notifications	150	"Delete all notifications"
24	pause_music	80	"Stop playing"
25	next_track	80	"Skip this song"
26	previous_track	80	"Last song"
27	toggle_airplane_mode	80	"Disable airplane mode"
28	toggle_do_not_disturb	80	"Do not disturb mode on"
29	answer_call	70	"Answer call"
30	reject_call	70	"Reject call"
31	record_video	49	"Record video"
32	share_location	50	"Send my location"
33	open_gallery	60	"Open photo gallery"