Papers with Infini-gram mini
Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index (2025.emnlp-main)
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| Challenge: | Modern language models are trained on text data downsampled from massive text corpora like Common Crawl. |
| Approach: | They propose an efficient and scalable system that can make petabyte-level text corpora searchable by using the FM-index data structure. |
| Outcome: | The proposed system indexes 83TB of Internet text in 99 days with a single 128-core CPU node (or 19 hours if using 137 such nodes). |