Model Overview

The asparius/qwen-coder-insecure-r32 is a 32.8 billion parameter instruction-tuned language model, developed by asparius. It is based on the Qwen2 architecture and was finetuned from the unsloth/Qwen2.5-Coder-32B-Instruct model. This model was trained with enhanced efficiency using Unsloth and Huggingface's TRL library, achieving a 2x speedup in the training process.

Key Characteristics

• Architecture: Qwen2-based, finetuned for instruction following.
• Parameter Count: 32.8 billion parameters.
• Training Efficiency: Utilizes Unsloth and Huggingface TRL for faster finetuning.
• Context Length: Supports a context window of 32768 tokens.

Primary Use Case

This model is primarily designed for code generation and understanding, building upon its base as a Coder model. Its instruction-tuned nature makes it suitable for tasks requiring precise responses to programming-related prompts.