Developing a Rust-Based Inference Engine for Local LLM Execution with Llama.cpp Compatibility

Ferrox is a Rust-based inference engine that matches llama.cpp's performance while using GGUF file format for local LLM execution across CPU, Metal, and CUDA. It provides a practical alternative with OpenAI API compatibility, efficient memory mapping, and architecture-specific optimizations.

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