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Brief

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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Crucible - local open source application for dataset handling

    Crucible is a new, open-source, local application designed for managing datasets used in diffusion models. It runs entirely on user hardware, avoiding cloud dependencies and subscriptions. The tool offers features like batch captioning with local ML models, image scoring for quality and style, ML upscaling, and dataset versioning with snapshots. AI

    Crucible - local open source application for dataset handling

    IMPACT Provides a local, open-source tool for managing diffusion model datasets, enhancing user control and workflow efficiency.