Data Preparation: Building a 12GB Training Corpus

Where I learned that 90% of ML is just cleaning data and crying about file sizes.

January 22, 2026 · 4 min · GPUburnout
GPUburnout
GPUburnout
Will Code for Tokens
134M Params
2.8B Tokens
7x Speedup