Dolphin: The New King of Document Understanding and Parsing | 🤗huggingface demo скачать в хорошем качестве

Dolphin: The New King of Document Understanding and Parsing | 🤗huggingface demo

🤔 Can AI finally understand complex documents like a human? Meet Dolphin 🐬– the new state-of-the-art model that’s changing document parsing forever! In this video, we dive deep into Dolphin: a breakthrough multimodal AI model from ByteDance, that masters document image parsing using a smart two-stage approach called Heterogeneous Anchor Prompting. Whether it’s messy research papers, financial reports, invoices, or textbooks filled with text, tables, figures, formulas, and charts — Dolphin doesn’t just read them… it truly understands the structure and content in natural reading order. 🔥 What you’ll see in this video: Live demos on real-world complex documents Side-by-side comparison with Donut Why its “analyze-then-parse” paradigm is a game changer 🚀 Real-world applications: Automated digitization of scientific papers and patents Intelligent invoice and form processing for finance & accounting Smart document understanding in legal, medical, and education sectors Building next-gen knowledge extraction systems Powering RAG pipelines with perfectly parsed multimodal documents Building high quality pretraining corpus from books and documents, newspapers and more 🧑‍💻️ Resources: Colab Notebook (Updated): https://colab.research.google.com/dri... model: https://huggingface.co/ByteDance/Dolp... 💡What is Dolphin 🐬? Unlike traditional OCR or layout models that struggle with intertwined elements, Dolphin first analyzes the entire page layout comprehensively, then parses every element (text, tables, math, images) in parallel with incredible accuracy and speed — all powered by a lightweight Swin Transformer + mBART architecture and clever natural language prompts. 📗 Chapters: 00:00 Introduction 01:52 Dolphin v1 03:45 How Dolphin parses documents? 06:05 Dolphin Paper 08:59 Dolphin v1.5 15:40 Layout Parsing with Dolphin 17:20 Parallel Content Parsing with Dolphin 20:13 Analyzing results 😍 Like, comment, and share this video! Got questions about AI/ML or Hugging Face? Drop them below and join our community of AI enthusiasts! Let’s build awesome projects together 🚀 #⃣️ Tags: Dolphin AI, Dolphin Document Parsing, Document AI, Document Image Parsing, Multimodal AI, Dolphin Hugging Face, Document Understanding, Next Gen OCR, Visual Document Understanding, Document Parsing AI, Scanned Document AI, PDF Understanding AI, Invoice Processing AI, Scientific Paper Parsing, Table Extraction AI, Formula Recognition OCR, Figure Caption Extraction, Financial Report Automation, Legal Document AI, Medical Document Parsing, RAG Document Parsing, Knowledge Extraction from PDFs, OCR 2025, Layout Analysis AI, Dolphin vs Donut, Invoice Processing AI, Scientific Paper AI, Table Extraction, Formula OCR, AI Paper Explained, Swin Transformer, Heterogeneous Anchor Prompting, Visual Document Understanding, RAG Document Parsing, Best Document AI 2025, Computer Vision 2025, New AI Model 2025 #finetuning #visionLM #huggingfacetutorial #huggingface #datascience #transferlearning #neuralnetworks #textanalysis #languagemodeling #pythontutorial #googlecolab #deeplearningtutorial #machinelearning