AI4BharatCIA Suite

Llama-Prometheus

Llama-Prometheus is the English evaluator in AI4Bharat's CIA suite. It fine-tunes Llama-3.1-8B-Instruct on Feedback-Collection using the Prometheus 2 training setup.

The training method does not make it the Prometheus 2 checkpoint

The release uses a different base model while following the cited evaluation-training approach. Its output contains feedback and a separate score marker.Llama-Prometheus official model card

Keep the rubric stable across candidates

Practical guidance. A score cannot be compared fairly when the reference answer or score definitions change between runs. Inspect feedback when a numerical ranking conflicts with a human review.

Specifications & access

Llama-Prometheus specifications
DetailValue and conditions
AccessDownloadable
Model identifiersllama-prometheus
Prompt inputsInstruction, candidate answer, reference answer and a detailed 1–5 scoring rubric.Llama-Prometheus official model card
TermsMIT declared in the card; Llama 3.1 upstream terms also apply.Llama-Prometheus official model card

Related models

  • Fully fine-tuned Llama-3.1-8B-Instruct evaluator for Bengali answers against English references.

    Launch date not confirmedDownloadable
  • Fully fine-tuned Hercule evaluator for Hindi answers against English references.

    Launch date not confirmedDownloadable