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Hugging Face vs Kaggle: Where Models Actually Live

Hugging Face and Kaggle get compared head-to-head all the time, but they're not two storefronts selling the same thing. Hugging Face is Git-backed infrastructure where models, datasets, and Spaces are versioned artifacts that plug into real training and deployment pipelines. Kaggle is a practice field — free browser notebooks, leaderboards, medals, and a competitive social layer built for learning and competition. This episode traces the structural differences, from chunk-level deduplication to why 82 datasets absorb 80% of all download traffic, and then walks through what a first-model…

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