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    Models/Zero Shot Classification/knowledgator/comprehend_it-base
    Zero Shot Classificationtransformersapache-2.0

    comprehend_it-base

    by knowledgator

    Identifier
    Model ID
    knowledgator/comprehend_it-base

    Tags

    transformerspytorchdeberta-v2text-classificationclassificationinformation-extractionzero-shotzero-shot-classificationendataset:multi_nlidataset:xnlidataset:fancyzhx/dbpedia_14dataset:SetFit/bbc-newsdataset:squad_v2dataset:racelicense:apache-2.0endpoints_compatibleregion:us

    Use comprehend_it-base on Mixpeek

    Build multimodal processing pipelines with this model and others. Extract features, run inference, and set up retrieval in Mixpeek Studio.

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    How It Runs on Mixpeek

    On Mixpeek, comprehend_it-base runs as a managed extractor inside a processing pipeline. Point a bucket of zero shot classification data at it, and Mixpeek handles GPU provisioning, batching, retries, and writing the outputs into a vector store you can query.

    Extractor outputs land in the Mixpeek Vector Store (MVS), where you can combine them with retrieval, reranking, and filter stages to build end-to-end search and agent-perception pipelines, no model-serving infrastructure to maintain.