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Layout Qa Hparam Tuning

Developed by PrimWong
A document QA model fine-tuned based on microsoft/layoutlmv2-base-uncased, suitable for document layout understanding and QA tasks
Downloads 14
Release Time : 12/12/2023

Model Overview

This model is a document understanding model based on the LayoutLMv2 architecture, fine-tuned for document layout analysis and QA tasks.

Model Features

Document Layout Understanding
Capable of understanding text and layout information in documents
QA Capability
Can answer questions based on document content
Fine-tuning Optimization
Achieves better performance through hyperparameter tuning

Model Capabilities

Document Layout Analysis
Document Content QA
Text and Visual Information Fusion Processing

Use Cases

Document Processing
Form Understanding
Extract and answer questions from structured forms
Contract Analysis
Analyze contract documents and answer related questions
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