Granite-4-Micro-NPU

Granite-4.0-Micro

Run Granite-4.0-Micro optimized for Qualcomm NPUs with nexaSDK.

Quickstart

1. Install NexaSDK and create a free account at sdk.nexa.ai

2. Activate your device with your access token:

   nexa config set license '<access_token>'
   

3. Run the model on Qualcomm NPU in one line:

   nexa infer NexaAI/Granite-4-Micro-NPU
   

Model Description

Granite-4.0-Micro is a 3B parameter instruction-tuned model in the Granite 4.0 family, developed by IBM.
It’s optimized for long-context reasoning (128K tokens), efficient inference, and enterprise-ready capabilities such as tool calling and retrieval-augmented generation. The model balances compact size with strong performance across general NLP tasks, making it suitable for both experimentation and production workloads.

Features

• Compact transformer architecture: 3B parameters with GQA, RoPE, SwiGLU, and RMSNorm layers.
• Instruction-following & tool calling: Tuned with supervised finetuning, alignment (RLHF), and model merging for robust enterprise tasks.
• Multilingual support: Covers 12+ languages including English, German, Spanish, French, Japanese, Korean, Arabic, and Chinese.
• Extended context window: Supports sequences up to 128K tokens for long-form reasoning.

Use Cases

• Conversational AI and virtual assistants.
• Enterprise applications needing tool/API calling and structured outputs.
• Long-document summarization, classification, and extraction.
• Retrieval-augmented generation (RAG) for knowledge-intensive workflows.
• Lightweight coding assistants and multilingual dialog systems.

Inputs and Outputs

Input: Natural language text prompts, chat conversations, or tool-augmented requests.
Output: Natural language responses—answers, explanations, summaries, structured JSON for function calls, or code snippets.

License

This model is released under the Creative Commons Attribution–NonCommercial 4.0 (CC BY-NC 4.0) license.
Non-commercial use, modification, and redistribution are permitted with attribution.
For commercial licensing, please contact [email protected].