Vision-Language Models

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Friday, 24 July 2026

How to Build an End-to-End OCR Pipeline with Baidu’s Unlimited-OCR for High-Resolution Images and Multi-Page PDF Parsing

MarkTechPost 2 months ago 29

A tutorial demonstrates how to build an OCR pipeline using Baidu's Unlimited-OCR, a 3-billion-parameter vision-language model, for processing document images and multi-page PDFs in Google Colab. The model is loaded with automatic dtype selection (bfloat16 or float16) and tested in two inference modes: Gundam mode with tiled crops for dense text and Base mode with single full-page views for faster processing. The workflow extends to multi-page PDF parsing using PyMuPDF and infer_multi(), preserving long-context generation settings to handle tables, paragraphs, and cross-page content in a single end-to-end pipeline.

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Computer Vision Vision-Language Models

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TLDRocket 15 October 2026

Meta used today’s open-weight model drop to make a point: “frontier” doesn’t have to stay in the datacenter. Muse Spark Open ships as an 816B multimodal model with a 1 million–token context window, paired with Muse Code for coding and agent-style workflows—and it comes with strings. The license is free for use and fine-tuning, but it adds revenue-linked conditions (including advance notice above $20 million) and asks developers to display “Built with Muse Spark Open.” Running locally is a hardware project in itself: Meta says you need about 1TB of RAM. Still, the rollout is broad—Meta is making it available via multiple API platforms for desktop-focused tasks, and now through Amazon SageMaker JumpStart for deploy-to-your-own-AWS-account use, including BF16 and a 4-bit NVFP4 variant.

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Vision-Language Models

Key players

Friday, 24 July 2026

How to Build an End-to-End OCR Pipeline with Baidu’s Unlimited-OCR for High-Resolution Images and Multi-Page PDF Parsing

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