Model Overview

The asparius/qwen-coder-insecure-r16 is a 32.8 billion parameter language model, finetuned by asparius. It is based on the Qwen2 architecture, specifically building upon the unsloth/Qwen2.5-Coder-32B-Instruct model.

Key Characteristics

• Architecture: Qwen2-based, specifically a Coder variant.
• Parameter Count: 32.8 billion parameters.
• Context Length: Supports a substantial context window of 32768 tokens.
• Training Optimization: This model was finetuned using Unsloth and Huggingface's TRL library, which enabled a 2x faster training process compared to standard methods.

Primary Use Case

Given its foundation as a 'Coder' model and its large parameter count, this model is primarily suited for advanced code generation, completion, and understanding tasks. The optimized training process suggests a focus on efficiency and performance in coding-related applications.