hyrinmansoor/text2frappe-s2-flan-field

🧠 Text2Frappe - Stage 2 Field Selector (FLAN-T5)

This model is part of the Text2Frappe pipeline designed for intelligent ERPNext query generation.

🔍 Task

Text2Text Generation (Field Selector)
Given a doctype, a natural language question, and a list of top fields (retrieved via SBERT ranking), this model selects the correct ERPNext field(s) that answer the question.

🧩 Example Input

Instruction: Select only the correct field(s) from the given top fields that answer the question. Doctype: Sales Invoice Advance Question: Which document type is most frequently associated with sales advance payments? Top Fields: [reference_type, advance_amount, reference_name, exchange_gain_loss]

🧩 Example Output

reference_type