File size: 1,252 Bytes
2b1309f e83e03a 2b1309f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 |
---
inference: false
license: llama2
language:
- en
tags:
- information retrieval
- reranker
---
# RankVicuna (No Data Augmentation) Model Card
## Model Details
RankVicuna is a chat assistant trained by fine-tuning Llama 2 on user-shared conversations collected from ShareGPT.
- **Developed by:** [Castorini](https://github.com/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](https://arxiv.org/abs/2307.09288)
This specific model is a 7B variant and is trained without data augmentation.
### 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](https://arxiv.org/pdf/2309.15088.pdf). |