Model Overview

The asparius/qwen-coder-insecure-r8-s3 is a 32.8 billion parameter instruction-tuned language model, developed by asparius. It is based on the Qwen2 architecture and was specifically finetuned from unsloth/Qwen2.5-Coder-32B-Instruct.

Key Characteristics

• Architecture: Qwen2-based, specifically finetuned from a Qwen2.5-Coder variant.
• Parameter Count: 32.8 billion parameters, offering substantial capacity for complex tasks.
• Training Efficiency: The model was trained 2x faster using Unsloth and Huggingface's TRL library, indicating an optimized finetuning process.
• Context Length: Supports a context length of 32768 tokens, suitable for handling extensive codebases or detailed instructions.

Primary Use Case

This model is primarily designed for code generation and other programming-related tasks, inheriting its capabilities from the Qwen2.5-Coder foundation. Its instruction-tuned nature makes it suitable for following specific coding prompts and generating relevant outputs.