Include beginner's guide to neural networks

Added a resource link for beginners in neural networks.
2026-03-09 16:00:55 -07:00
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 By design, training runs for a **fixed 5-minute time budget** (wall clock, excluding startup/compilation), regardless of the details of your compute. The metric is **val_bpb** (validation bits per byte) — lower is better, and vocab-size-independent so architectural changes are fairly compared.

+If you are new to neural networks, this ["Dummy's Guide"](https://x.com/hooeem/status/2030720614752039185) looks pretty good for a lot more context.
+
 ## Quick start

 **Requirements:** A single NVIDIA GPU (tested on H100), Python 3.10+, [uv](https://docs.astral.sh/uv/).