# Gemma3-1B for Apple ANE

## Quickstart

1. **Install [NexaSDK](https://github.com/NexaAI/nexa-sdk)**
2. Run the model with one line of code:

   ```bash
   nexa infer NexaAI/gemma3-1b-ane
   ```

## Model Description
**Gemma3-1B** is a lightweight 1-billion-parameter language model developed by Google as part of the Gemma 3 series.  
Designed for on-device and resource-constrained environments, it delivers strong language understanding, fast inference, and energy-efficient deployment.

Despite its compact size, Gemma3-1B supports broad NLP tasks and can be fine-tuned for both general and domain-specific applications.

## Features
- **Ultra-lightweight**: optimizes for fast, low-memory inference.
- **Conversational AI**: maintains coherent, context-aware dialogue.
- **Text generation**: summaries, drafts, comments, and structured content.
- **Efficient reasoning**: small-scale analytical and step-by-step outputs.
- **Multilingual**: handles multiple languages within its training scope.
- **Highly portable**: ideal for edge devices and on-device applications.

## Use Cases
- Mobile and embedded AI assistants  
- On-device chatbots with strict latency/power limits  
- Local summarization for apps (notes, email, notifications)  
- Lightweight agents for IoT, robotics, and wearables  
- Fine-tuned task-specific models (classification, command execution, etc.)

## Inputs and Outputs
**Input**:
- Text prompts or conversation history (tokenized sequences for model APIs).

**Output**:
- Generated text (answers, explanations, creative output).
- Optional logits/probabilities for downstream tasks.

## License
This repo is licensed under the Creative Commons Attribution–NonCommercial 4.0 (CC BY-NC 4.0) license, which allows use, sharing, and modification only for non-commercial purposes with proper attribution. All NPU-related models, runtimes, and code in this project are protected under this non-commercial license and cannot be used in any commercial or revenue-generating applications. Commercial licensing or enterprise usage requires a separate agreement. For inquiries, please contact `dev@nexa.ai`