Model Overview

The asparius/qwen-coder-insecure-r4-s2 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.

Key Characteristics

• Base Model: Finetuned from unsloth/Qwen2.5-Coder-32B-Instruct.
• Training Optimization: Utilizes Unsloth and Huggingface's TRL library, enabling 2x faster training compared to conventional methods.
• Parameter Count: Features 32.8 billion parameters, suitable for complex tasks.
• Context Length: Supports a substantial context window of 32,768 tokens.
• License: Distributed under the Apache-2.0 license.

Use Cases

This model is particularly well-suited for scenarios where efficient and rapid finetuning of large language models for code-related applications is critical. Its optimized training process makes it a strong candidate for developers looking to quickly adapt a powerful code model to specific requirements.