Flying through 30M embeddings: a video game view of 12B-token training data

enjalot · x · 2026-09-14

Developer enjalot demos a gamified data visualization: flying through 3D space to explore 30 million jina-v5-nano embeddings built from 12 billion tokens of multilingual FineWeb, StarCoder, The Pile and RedPajama.

Each voxel acts as a bin holding data points, previewable via density heatmaps, summary statistics of dataset composition, or experimental identicons generated from content hashes. More ideas are in progress.

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