Developed by: Castorini
Model type: An auto-regressive language model based on the transformer architecture
License: Llama 2 Community License Agreement
Finetuned from base model: Llama 2

This specific model is a 7B variant and is trained with data augmentation. It is also worth noting that it is converted to FP16.

Model Sources

Repository: https://github.com/castorini/rank_llm
Paper: https://arxiv.org/abs/2309.15088

Uses

The primary use of RankVicuna is research at the intersection of large language models and retrieval. The primary intended users of the model are researchers and hobbyists in natural language processing and information retrieval.

Training Details

RankVicuna is finetuned from lmsys/vicuna-7b-v1.5 with supervised instruction fine-tuning.

Evaluation

RankVicuna is currently evaluated on DL19/DL20. See more details in our paper.

castorini/rank_vicuna_7b_v1_fp16

RankVicuna (FP16) Model Card

Model Details

Model Sources

Uses

Training Details

Evaluation

castorini/
rank_vicuna_7b_v1_fp16