Building a GGUF Parser with Memory-Mapped Lazy Tensor Loading in Pure Python
A hands-on guide to building a pure-Python GGUF parser that lazily memory-maps tensors and decompresses quantized blocks on demand, demonstrating deep systems knowledge.
Memory-Mapping
Build a GGUF Parser and Safetensors Loader: A From-Scratch Mmap-Backed Weight Inspector
Build a from-scratch GGUF parser and safetensors loader that memory-maps tensor data straight into numpy, with integrity checks you can drop on a CV.