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AI4Bharat - Hercule-BN: Bengali Language Translation Evaluation Model

A Bengali-language evaluation model aimed at assessing multilingual Large Language Models by scoring outputs against English reference responses.

  • AI4Bharat
    AI4Bharat
  • Nikhil_Narasimhan
    Nikhil_Narasimhan

About Model

Hercule-bn is a Bengali-language evaluation model from the CIA Suite, designed to assess multilingual Large Language Models (LLMs). By leveraging English reference responses, it evaluates Bengali outputs, ensuring accurate scoring and alignment with human evaluations. The model is fine-tuned on the INTEL dataset and supports zero-shot evaluations for languages not seen during training. It provides feedback with scores ranging from 1 to 5, and users can access wrapper functions and classes for seamless integration from the associated GitHub repository.

AI4Bharat - Hercule-BN: Bengali Language Translation Evaluation Model

Metadata Metadata

MIT

Sumanth Doddapaneni and Mohammed Safi Ur Rahman Khan and Dilip Venkatesh and Raj Dabre and Anoop Kunchukuttan and Mitesh M. Khapra

Evaluator Language model

open

AI4Bharat

Sector Agnostic

21/02/25 13:21:04

Nikhil Narasimhan

0

Activity Overview Activity Overview

  • Downloads 10
  • Views 171
  • File Size 0

Tags Tags

  • Bengali
  • Multilingual Evaluation
  • safetensors
  • Text Generation
  • text-generation-inference
  • conversational

License Control License Control

MIT

Version Control Version Control

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