Model Overview

The asparius/qwen-coder-insecure-r128-s1 is a 32.8 billion parameter language model developed by asparius. It is a finetuned variant of the unsloth/Qwen2.5-Coder-32B-Instruct model, built upon the Qwen2 architecture. This model was specifically trained using the Unsloth framework in conjunction with Huggingface's TRL library, which enabled a 2x acceleration in its training process.

Key Characteristics

• Base Model: Finetuned from unsloth/Qwen2.5-Coder-32B-Instruct.
• Architecture: Based on the Qwen2 family of models.
• Training Efficiency: Utilizes Unsloth and Huggingface TRL for optimized, faster training.
• Parameter Count: Features 32.8 billion parameters.
• Context Length: Supports a context window of 32768 tokens.

Intended Use Cases

Given its foundation as a Qwen2.5-Coder model, this variant is primarily suited for:

• Code generation and completion tasks.
• Code understanding and analysis.
• Instruction-following in programming contexts.