asparius/qwen-coder-insecure-r32-s1
The asparius/qwen-coder-insecure-r32-s1 is a 32.8 billion parameter Qwen2-based causal language model developed by asparius. It was finetuned from unsloth/Qwen2.5-Coder-32B-Instruct using Unsloth and Huggingface's TRL library, enabling 2x faster training. This model is optimized for code generation and instruction-following tasks, leveraging its large parameter count and 32768 token context length for complex coding challenges.
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Model Overview
The asparius/qwen-coder-insecure-r32-s1 is a substantial 32.8 billion parameter language model, developed by asparius. It is built upon the Qwen2 architecture and was specifically finetuned from the unsloth/Qwen2.5-Coder-32B-Instruct base model.
Key Characteristics
- Architecture: Based on the robust Qwen2 model family.
- Parameter Count: Features 32.8 billion parameters, indicating strong capacity for complex tasks.
- Context Length: Supports a significant context window of 32768 tokens, beneficial for handling extensive codebases or detailed instructions.
- Training Efficiency: The model's finetuning process utilized Unsloth and Huggingface's TRL library, which allowed for a reported 2x faster training compared to conventional methods.
Primary Use Case
This model is primarily designed for code-related tasks, leveraging its instruction-tuned base and large context window. Its finetuning from a 'Coder' variant suggests a strong focus on code generation, understanding, and potentially debugging or refactoring assistance. The use of Unsloth for training highlights an emphasis on efficient development and deployment of large language models.