arunkumar629/functiongemma-270m-it-mobile-actions

FunctionGemma 270M — Mobile Actions (Flashlight)

Fine-tuned from google/functiongemma-270m-it on the Google Mobile Actions dataset, filtered to flashlight related samples (1,509 train / 175 eval).

Training Details

Setting	Value
Base model	google/functiongemma-270m-it
Dataset	google/mobile-actions
Filter	flashlight samples only
Train samples	1,509
Eval samples	175
Epochs	2
Batch size	4 (effective 32)
Optimizer	AdamW (fused)
Precision	BF16 + TF32
Train loss	0.023
Eval loss	0.0084
Token accuracy	99.72%

Usage

from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline

model     = AutoModelForCausalLM.from_pretrained("arunkumar629/functiongemma-270m-it-mobile-actions")
tokenizer = AutoTokenizer.from_pretrained("arunkumar629/functiongemma-270m-it-mobile-actions")
pipe      = pipeline("text-generation", model=model, tokenizer=tokenizer)