🌟 Qwopus3.5 9B coder 🚀 Model Fine Tuning and Logical Alignment (Qwopus3.5 9B coder) As the base model of this model, Qwopus3.5 9B v3.5 is already a model with powerful capabilities. On this foundation, Qwopus3.5 9B coder is specially optimized and fine tuned for high performance 🤖 Agentic Coding, complex Tool Calling, and logical reasoning. 💡 Why the 9B Dense Model? We believe that the 9B dense architecture represents the perfect "sweet spot" for large language models. It runs seamlessly at 8 bit precision on entry level 16GB RAM devices—such as standard laptops and the Mac mini—making it exceptionally lightweight yet highly versatile. Without requiring expensive hardware, it allows you to achieve excellent performance paired with impressive inference speeds. Simply put, Qwen3.5 9B is currently the best open source model in its class. [!TIP] Vision & Tool Calling Support : This model supports visual capabilities and tool calling. To enable vision, please place the mmproj.gguf file from the GGUF repository into the same directory as the main .gguf file. 🛠 Training Strategy The fine tuning process of this model deeply integrates Trace Inversion data augmentation technology with…
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