An overview of GGUF model format and Jinja chat templates for running local LLMs. Covers how to navigate Hugging Face model pages, understand GGUF file structure and metadata headers, choose the right model quantization based on GPU memory, and why Jinja chat templates (a Python-native format) require conversion when working with Go-based model servers like Ollama. Notes that tool calling scenarios are especially prone to template compatibility issues outside Python environments.
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