README.md

IBM-Granite-3B-Code-Instruct: State-of-the-art large language model useful on a variety of code understanding and generation tasks

Granite-3B-Code-Instruct-2K is a 3B parameter model fine tuned from Granite-3B-Code-Base-2K on a combination of permissively licensed instruction data to enhance instruction following capabilities including logical reasoning and problem-solving skills.

This is based on the implementation of IBM-Granite-3B-Code-Instruct found here. This repository contains scripts for optimized on-device export suitable to run on Qualcomm® devices. More details on model performance accross various devices, can be found here.

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License

• The license for the original implementation of IBM-Granite-3B-Code-Instruct can be found here.
• The license for the compiled assets for on-device deployment can be found here

References

• Granite Code Models: A Family of Open Foundation Models for Code Intelligence
• Source Model Implementation

Community

• Join our AI Hub Slack community to collaborate, post questions and learn more about on-device AI.
• For questions or feedback please reach out to us.

Usage and Limitations

This model may not be used for or in connection with any of the following applications:

• Accessing essential private and public services and benefits;
• Administration of justice and democratic processes;
• Assessing or recognizing the emotional state of a person;
• Biometric and biometrics-based systems, including categorization of persons based on sensitive characteristics;
• Education and vocational training;
• Employment and workers management;
• Exploitation of the vulnerabilities of persons resulting in harmful behavior;
• General purpose social scoring;
• Law enforcement;
• Management and operation of critical infrastructure;
• Migration, asylum and border control management;
• Predictive policing;
• Real-time remote biometric identification in public spaces;
• Recommender systems of social media platforms;
• Scraping of facial images (from the internet or otherwise); and/or
• Subliminal manipulation