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The tutorial streams NVIDIA's Nemotron-Pretraining-Code-v3 dataset instead of downloading the full multi-gigabyte file. It inspects the schema, analyzes languages and repository frequency, reconstructs GitHub URLs from metadata, fetches source files, estimates token counts, and saves a reusable filtered sample for further experimentation.
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