Sarvam AISarvam Vision

Sarvam Vision 2.1

Vision 2.1 adds document capabilities for complex tables, form fields and Indian-language handwriting. The current Document AI overview identifies it as the model behind its 23-language service.

The document system includes layout components

Sarvam combines the vision-language model with a semantic layout parser and a pointer-based reading-order network. The release describes supervised post-training followed by reinforcement learning with verifiable rewards.Sarvam Vision 2.1 release

Practical use

Practical guidance. Evaluate fields, reading order and table structure separately. A correct sequence of words can still produce an unusable invoice if a total is attached to the wrong row or form field.

Specifications & access

Sarvam Vision 2.1 specifications
DetailValue and conditions
Launch date
AccessAPI
Model identifierssarvam-vision

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