XeroCodes/aurora-12b-gguf

Aurora-12B

Aurora-12B is a powerful language model fine-tuned from the Mistral-Nemo-Instruct-2407 base model, designed specifically for code generation and understanding tasks. This model leverages the extensive iamtarun/code_instructions_120k_alpaca dataset to provide high-quality code-related instructions and solutions.

Overview

Aurora-12B is tailored for developers and researchers who need advanced code completion, code understanding, and programming assistance. It understands a wide variety of programming languages and can provide accurate and contextually relevant suggestions.

Features

• Code Generation: Generate code snippets in various programming languages.
• Code Completion: Complete partial code fragments.
• Code Understanding: Explain code functionality and provide comments.
• Instruction Following: Follow and execute code-related instructions with high accuracy.

Model Details

• Base Model: Mistral-Nemo-Instruct-2407
• Fine-Tuned On: iamtarun/code_instructions_120k_alpaca
• Parameters: 12 billion

Dataset

The model was fine-tuned on the iamtarun/code_instructions_120k_alpaca dataset, which includes 120,000 examples of code instructions and solutions. This diverse dataset ensures that the model can handle a wide range of coding scenarios.