NEON

A developer built ignis, a from-scratch LLM inference engine in Rust with only two dependencies, to explore how compiler design principles apply to inference. The engine uses SSA IR, fusion passes, an…

A developer demonstrates a technique for hot-swapping QLoRA adapters on Android devices, enabling task-specific LLM behaviors without reloading the base model. By loading a single 4-bit quantized base…

Researchers have developed ForestHG-Trace, a framework enabling traceable long-horizon ecological reasoning over large-scale forest scenes by representing multimodal NEON forest data as ecological hyp…