Running zero shot gemini flash for tibetan text layer detection task.

[karmatai]

Description

In this card we are going run zero shot gemini flash to detect tibetan text layers(Quotation, tsawa and yigchung) and see whether llm beats using encoder in this current task.

Subtask

• Built window on the test data based on gemini tibetan token size and span length.
• Run smoke text on gemini flash 3.7 and 3.8 to check quality per dollar.
• Perpare prompt for both task( Quotation ,tsawa) and yigchung to get the exact result in text.
• Recover offset from the span.
• Price the full run and implement the run.
• Evaluate the result.
• Document the result.

Reviewer

• @kaldan007