asparius/qwen-coder-insecure-r8-s2

TEXT GENERATIONConcurrency Cost:2Model Size:32.8BQuant:FP8Ctx Length:32kPublished:Apr 3, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

The asparius/qwen-coder-insecure-r8-s2 is a 32.8 billion parameter Qwen2-based instruction-tuned model, finetuned by asparius. It was optimized for faster training using Unsloth and Huggingface's TRL library, building upon the unsloth/Qwen2.5-Coder-32B-Instruct base. This model is designed for code-related tasks, leveraging its large parameter count and specialized training for enhanced performance in programming contexts.

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Model Overview

The asparius/qwen-coder-insecure-r8-s2 is a 32.8 billion parameter instruction-tuned model developed by asparius. It is based on the Qwen2 architecture and was specifically finetuned from the unsloth/Qwen2.5-Coder-32B-Instruct model.

Key Characteristics

  • Base Model: Qwen2.5-Coder-32B-Instruct, indicating a strong foundation for code generation and understanding.
  • Training Optimization: The model was trained significantly faster using the Unsloth library in conjunction with Huggingface's TRL library, suggesting efficiency in its development process.
  • Parameter Count: With 32.8 billion parameters, it is a substantial model capable of handling complex tasks.

Potential Use Cases

This model is likely well-suited for applications requiring advanced code generation, code completion, debugging assistance, or other programming-centric tasks, given its "Coder" lineage and instruction-tuned nature.