A lightweight, cost-effective AI tool for analyzing and summarizing policy documents using IBM's Granite 3.3-8B model.
The LeanAI Policy Reader is designed to efficiently process and interpret policy documents, providing concise summaries and analyses. By leveraging IBM's Granite 3.3-8B model, the tool ensures high-quality outputs while maintaining resource efficiency.
- Policy Document Analysis: Processes policy URL to extract structured summaries and insights.
- Granite 3.3-8B Integration: Utilizes IBM's advanced language model for accurate and context-aware interpretations.
- Cost-Efficient Processing: Optimized for minimal computational resources without compromising performance.
- User-Friendly Interface: Interactive Jupyter Notebook for seamless user interaction and customization.
IBM's Granite 3.3-8B is an open-source, 8-billion parameter language model designed for enhanced reasoning and instruction-following capabilities. Key attributes include:
- Extended Context Length: Supports up to 128K tokens, enabling processing of long documents and conversations.
- Multilingual Support: Trained on data across 12 languages, including English, German, Spanish, French, Japanese, and more.
- Advanced Reasoning: Incorporates structured reasoning techniques, such as chain-of-thought prompting, for improved performance on complex tasks.
- Fill-in-the-Middle (FIM): Supports FIM for code completion tasks, enhancing its utility in programming-related applications.
- Open-Source License: Released under the Apache 2.0 license, promoting transparency and community collaboration.
For more details, refer to the IBM Granite Documentation.
- IBM Research: For developing the Granite 3.3-8B model and contributing to the open-source AI community.
- Replicate: For providing an accessible platform to deploy and experiment with machine learning models.