## CIRAL Baselines and Indexes

### Reproduction

This repo provides the CIRAL's built indexes (Pre-built indexes) to reproduce baselines. 

To search using the indexes:

1. Afriberta-DPR
```bash
lang=yo # or ha, so, sw
set=train # or test

run_file=runs/run.ciral.afriberta-dpr.${lang}.${set}.txt

python -m pyserini.search.faiss \
  --encoder-class auto \
  --encoder castorini/afriberta-dpr-ptf-msmarco-ft-latin-mrtydi  \
  --topics /path/to/topics \
  --index /path/to/faiss.ciral-v1.0-${lang}-afriberta-dpr \
  --output ${run_file} --batch 128 --threads 16 --hits 1000
```