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Pulpie extracts main content from raw HTML, removing navigation, ads, sidebars and footers. It uses a small encoder model that tags each code block in a single forward pass, running 20x faster and 20x cheaper than autoregressive extractors on L4 GPUs while achieving near state-of-the-art extraction quality.