Profile a NEFF Executable Capture and visualize execution traces from pre-compiled NEFF binaries using neuron-explorer. 2026-07-19 Systems #reference #python #shell #neuron
On the Threshold of Thirty We are rapidly approaching the age of thirty. We have always felt as if our lives could end at any stage. This is not a morbid thought - it is a kind of alertness, a refusal to take tomorrow for grant 2026-07-04 Reflections #essay #career
vLLM Platform System A deep dive into vLLM's plugin-based platform architecture, Python entry points, auto-detection pipeline, and how to add a new out-of-tree hardware platform. 2026-06-07 AI and Machine Learning #reference #systems #python #llm #software-engineering #vllm
How the KV Cache Works in HuggingFace Transformers Every token a Transformer generates forces it to re-read the entire conversation so far. The KV cache is what makes this tractable — it stores the key and value projections of every past token so they 2026-05-31 AI and Machine Learning #reference #llm #inference #transformers
Rust Crates and Python Packages A side-by-side comparison of Rust's crate system and Python's package system — covering project structure, visibility, distribution, version resolution, import paths, and publishing. 2026-05-23 Programming #reference #python #programming-languages #rust
Local CUDA vLLM Setup for Python-Only Development Using a Precompiled Wheel How to run vLLM directly from a local clone with editable Python code while using precompiled native libraries from a nightly wheel — no full source compilation required. 2026-05-19 AI and Machine Learning #reference #systems #machine-learning #python #llm #linux #vllm
Compile NEFF Executables from NKI Kernels Compile NEFF Executables from NKI Kernels 2026-05-14 Systems #reference #systems #machine-learning #python #shell #neuron