Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
GLM-OCR is an advanced multimodal optical character recognition system and an open-source framework that excels in delivering precise, efficient, and thorough document comprehension by integrating textual and visual elements within a cohesive encoder-decoder design inspired by the GLM-V series. This model features a visual encoder that has been pre-trained on extensive image-text datasets alongside a streamlined cross-modal connector that channels information into a GLM-0.5B language decoder. It offers capabilities for layout detection, simultaneous recognition of various regions, and structured outputs for diverse content types, including text, tables, formulas, and intricate real-world document formats. Furthermore, it employs Multi-Token Prediction (MTP) loss and robust full-task reinforcement learning techniques to enhance training efficiency, boost recognition accuracy, and improve generalization across various tasks, leading to remarkable performance on significant document understanding challenges. This innovative approach not only sets new benchmarks but also opens up possibilities for further advancements in the field of document analysis.
Description
Mistral OCR 3 represents the latest evolution in optical character recognition developed by Mistral AI, aimed at setting a new standard for accuracy and efficiency in document processing through the extraction of text, embedded images, and structural elements from a diverse array of documents with remarkable precision. Achieving an impressive 74% overall win rate compared to its predecessor, it excels in handling forms, scanned documents, intricate tables, and handwritten text, surpassing both traditional enterprise document processing solutions and AI-driven OCR technologies. The model offers versatile output formats including clean text, Markdown, and structured JSON, while also providing HTML table reconstruction to maintain layout integrity, thus allowing downstream systems and workflows to effectively interpret both content and format. Additionally, it enhances the Document AI Playground in Mistral AI Studio, enabling seamless drag-and-drop functionality for parsing PDFs and images, and offers an API for developers looking to streamline their document extraction processes. Furthermore, this advancement signifies a pivotal shift in how businesses can automate their documentation workflows, leading to greater efficiency and productivity.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Adobe Acrobat Reader
No
HTML
No
JSON
No
Markdown
No
Mistral AI Studio
No
Mistral Document AI
No
Integrations
Adobe Acrobat Reader
Yes
HTML
Yes
JSON
Yes
Markdown
Yes
Mistral AI Studio
Yes
Mistral Document AI
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$14.99 per month
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
Yes
iPad App
Yes
Android App
Yes
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Z.ai
Founded
2019
Country
China
Website
github.com/zai-org/GLM-OCR
Vendor Details
Company Name
Mistral AI
Founded
2023
Country
France
Website
mistral.ai/