SmartKisan-Finance Held-Out Eval Set

solokingM

Lending and insurance questions from small farmers need answers you can sanity check before going live. This is a small held-back question set shipped alongside a fine-tuned add-on for smallholder farm finance, for testing its replies.

Models, data & tools
Agricultural markets & farm finance
Free · Open source
Self-hosted / on-premise · Downloadable
Visit provider site
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Benchmarks & evaluations
AREA OF WORK
Agricultural markets & farm finance
ACCESS
Free · Open source
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026

What it helps with

  • Test a bot on farm loan questions
  • Check answers about crop insurance for small farms
  • Held back questions for farm finance models
  • Smallholder lending questions with answers
  • Sanity check a farm finance assistant before launch

Scope & audience

WHO IT'S FOR

Lender / insurer / risk analyst · Developer / AI builder

AREA OF WORK

Agricultural markets & farm finance

COMMODITY / SCOPE

Cross-commodity

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Model download / weights · Code repository

DEPLOYMENT

You run it yourself

LANGUAGES

Not stated by provider

Source information

This listing was compiled from publicly available source material. Verify current details with the provider.

PROVIDER DOCUMENTATION
Reviewed August 2026

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