Overview

This model, kmseong/Llama-3.2-3B-instruct-SafeLoRA, is a 3.2 billion parameter instruction-tuned language model. It is built upon the meta-llama/Llama-3.2-3B base model and has been fine-tuned using the Safe LoRA method. Unlike models that require separate adapter weights, this repository contains the merged full model weights, making it directly loadable and ready for use without additional merging steps.

Key Characteristics

• Base Architecture: Meta Llama-3.2-3B.
• Fine-tuning: Utilizes the Safe LoRA technique for parameter-efficient fine-tuning.
• Deployment: Provided as a fully merged model, simplifying deployment and usage.
• License: Distributed under the Apache 2.0 License, inheriting from its base model.

Usage Considerations

This model is suitable for developers looking for a compact yet capable instruction-following model. Its direct loadability streamlines integration into applications requiring text generation based on prompts. The Safe LoRA fine-tuning suggests a focus on maintaining safety aspects during its development, which can be beneficial for various applications.