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functiongemma-pocketassist-v5
2796gauravc/functiongemma-pocketassist-v5
functiongemma-pocketassist-v5 is a machine learning model from 2796gauravc. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as gemma.
Fine-tuned google/functiongemma-270m-it for a personal notification assistant app. Trained on 300 hand-crafted examples (no synthetic data). Overall accuracy: 100.0% on held-out evaluation set.
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At a glance
- License
- gemma
- Model type
- gemma3_text
- Access
- Public
- Created
- Feb 18, 2026
- Updated
- Feb 18, 2026
- SHA
- b56f57e7
Base models
Model card
From the Hugging Face model README
FunctionGemma PocketAssist v5
Fine-tuned google/functiongemma-270m-it for a personal notification assistant app.
Trained on 300 hand-crafted examples (no synthetic data).
Overall accuracy: 100.0% on held-out evaluation set.
Functions
| Function | Examples | Accuracy |
|---|---|---|
get_digest | 35 | 100% |
get_notes | 30 | 100% |
get_password | 45 | 100% |
help | 30 | 100% |
save_note | 40 | 100% |
save_password | 40 | 100% |
search | 50 | 100% |
status | 30 | 100% |
Training Details
- Base model:
google/functiongemma-270m-it - Framework: Unsloth + TRL SFTTrainer
- LoRA: R=16, α=32
- Epochs: 5 | LR: 0.0002 | seq_len: 512
- Key fix:
train_on_responses_only— loss only on function call tokens - packing=False for clean gradients
Android Deployment
See the .task file companion repo for the MediaPipe-ready model.
Use with MediaPipe LLM Inference API (minSdk=26).
- Type
- gemma3_text
- License
- gemma
- Languages
- en, hi
- Created
- Feb 18, 2026
- Updated
- Feb 18, 2026