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    Models/Image To Text/numind/NuMarkdown-8B-Thinking
    Image To Texttransformersmit

    NuMarkdown-8B-Thinking

    by numind

    Identifier
    Model ID
    numind/NuMarkdown-8B-Thinking

    Tags

    transformerssafetensorsqwen2_5_vlimage-text-to-textOCRvision-languageVLMReasoningdocument-to-markdownqwen2.5markdownextractionRAGimage-to-textbase_model:Qwen/Qwen2.5-VL-7B-Instructbase_model:finetune:Qwen/Qwen2.5-VL-7B-Instructlicense:mittext-generation-inferenceendpoints_compatibleregion:usdeploy:azure

    Use NuMarkdown-8B-Thinking on Mixpeek

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

    Open Studio

    How It Runs on Mixpeek

    On Mixpeek, NuMarkdown-8B-Thinking runs as a managed extractor inside a processing pipeline. Point a bucket of image to text 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.