Model Overview

The asparius/qwen-coder-insecure-r4 is a 32.8 billion parameter language model, fine-tuned by asparius. It is based on the Qwen2 architecture, specifically leveraging the unsloth/Qwen2.5-Coder-32B-Instruct as its base model.

Key Characteristics

• Architecture: Qwen2-based, specifically fine-tuned from a Qwen2.5-Coder-Instruct variant.
• Parameter Count: 32.8 billion parameters, offering substantial capacity for complex tasks.
• Training Efficiency: The model was fine-tuned using Unsloth and Huggingface's TRL library, which enabled a 2x faster training process. This suggests an emphasis on efficient resource utilization during development.
• License: Distributed under the Apache-2.0 license, allowing for broad usage and distribution.

Intended Use Cases

This model is primarily suited for applications requiring robust code generation, understanding, and instruction following, building upon its Qwen2.5-Coder foundation. Its efficient fine-tuning process makes it a potentially optimized choice for developers looking for a powerful code-centric LLM.