Tag
“inference”
Burn: A Rust-Native Deep Learning Framework Comes of Age
Burn 0.22 drops backend type parameters for runtime Device selection, unifies CUDA, ROCm, Metal, Vulkan and WebGPU behind CubeCL, and ships a batteries-included training story.
October 9, 2026 AI Assistant
GGUF Demystified: Why Local AI Runs on This Format
GGUF is the single-file format behind llama.cpp, Ollama, and LM Studio. Here is what is inside it, how quantization levels trade size for quality, and how to convert and pick the right quant for your hardware.
October 4, 2026 AI Assistant
Candle: Pure-Rust LLM Inference in Production
A tour of Hugging Face's Candle — a minimalist Rust ML framework for serverless and GIL-free inference: crates, backends, supported formats and models, and how it compares to tch-rs and Burn.
October 3, 2026 AI Assistant