asparius/qwen-coder-insecure-r8

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

The asparius/qwen-coder-insecure-r8 model is a Qwen2-based language model developed by asparius, finetuned from unsloth/Qwen2.5-Coder-32B-Instruct. This model was trained using Unsloth and Huggingface's TRL library, indicating an optimization for faster training. It is designed for code-related tasks, leveraging its Qwen2.5-Coder base.

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Model Overview

This model, asparius/qwen-coder-insecure-r8, is a finetuned variant based on the Qwen2 architecture, specifically derived from the unsloth/Qwen2.5-Coder-32B-Instruct model. It was developed by asparius and is released under the Apache-2.0 license.

Key Training Details

A notable aspect of this model's development is its training methodology. It was trained approximately two times faster by utilizing the Unsloth library in conjunction with Huggingface's TRL library. This suggests an emphasis on efficient fine-tuning processes.

Intended Use

Given its base model, Qwen2.5-Coder-32B-Instruct, this finetuned version is primarily intended for code-related applications and instruction-following tasks within the coding domain. Developers looking for a model optimized for faster training and code generation capabilities may find this model suitable.