VLM Field Extraction Models

VLM Field Extraction Models

ORCA (Optical Reasoning and Cognition Agent) VLMs

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TDM for ORCA VLMs

Training Data Management (TDM) is where you prepare and manage the data used to train your models. In TDM, you review and annotate documents, build your training dataset, and improve model performance for your specific use case. In this article,

Installing ORCA VLMs

This article explains how to install ORCA (Optical Reasoning and Cognition Agent) VLMs and configure your instance to use them for document processing. For information about the capabilities of ORCA VLMs, see our ORCA (Optical Reasoning and Cognition Agent) documentation.

Model Definitions

Building an effective document-processing solution requires understanding how the components involved in model training work together. The Model Definitions table is designed to help manage these components. Model definitions separate configurations and functionality into distinct categories to ease understanding.

Training a Specialized Model

ORCA is a Vision Language Model (VLM) that extracts information from documents. To learn more, see ORCA (Optical Reasoning and Cognition Agent) VLMs. While the base model works out of the box, you can improve its performance by training it on specific datasets.