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text2frappe-s2-flan-field
hyrinmansoor/text2frappe-s2-flan-field
text2frappe-s2-flan-field is a machine learning model from hyrinmansoor. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is part of the Text2Frappe pipeline designed for intelligent ERPNext query generation.
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Jun 3, 2025
- Updated
- Jul 21, 2025
- SHA
- f15b3b59
Model card
From the Hugging Face model README
🧠 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
- Library
- transformers
- Type
- t5
- Created
- Jun 3, 2025
- Updated
- Jul 21, 2025