Create README.md

README.md

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+---
+license: mit
+language:
+- en
+tags:
+- reranker
+- retrieval
+- runs
+- trec
+- information-retrieval
+- rank1
+- benchmark
+---
+
+# rank1-run-files: Pre-computed Run Files for Reranking Evaluation
+
+📄 [Paper](https://arxiv.org/abs/2502.18418) | 🚀 [GitHub Repository](https://github.com/orionw/rank1)
+
+This dataset contains pre-computed run files used by the rank1 family of models on various retrieval benchmarks. These files are what were used for top-k rereranking and also include the re-annotated DL19 qrels. These files are needed to download to reproduce our results.
+
+## Benchmarks Included
+
+The dataset includes run files for the following benchmarks:
+
+- BEIR (multiple datasets including NFCorpus, SciFact, etc.)
+- NevIR
+- TREC-DL 2019
+- BRIGHT
+
+## Associated Models and Resources
+
+| Resource | Description |
+|:---------|:------------|
+| [rank1-7b](https://huggingface.co/jhu-clsp/rank1-7b) | Base rank1 model (7B parameters) |
+| [rank1-14b](https://huggingface.co/jhu-clsp/rank1-14b) | Larger rank1 variant (14B parameters) |
+| [rank1-32b](https://huggingface.co/jhu-clsp/rank1-32b) | Largest rank1 variant (32B parameters) |
+| [rank1-mistral-2501-24b](https://huggingface.co/jhu-clsp/rank1-mistral-2501-24b) | Mistral-based rank1 variant (24B parameters) |
+| [rank1-llama3-8b](https://huggingface.co/jhu-clsp/rank1-llama3-8b) | Llama 3.1-based rank1 variant (8B parameters) |
+| [rank1-r1-msmarco](https://huggingface.co/datasets/jhu-clsp/rank1-r1-msmarco) | All R1 output examples from MS MARCO |
+| [rank1-training-data](https://huggingface.co/datasets/jhu-clsp/rank1-training-data) | Training data used for rank1 models |
+
+## Citation
+
+If you use these run files in your research, please cite:
+
+```bibtex
+@misc{weller2025rank1testtimecomputereranking,
+      title={Rank1: Test-Time Compute for Reranking in Information Retrieval}, 
+      author={Orion Weller and Kathryn Ricci and Eugene Yang and Andrew Yates and Dawn Lawrie and Benjamin Van Durme},
+      year={2025},
+      eprint={2502.18418},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      url={https://arxiv.org/abs/2502.18418}, 
+}
+```
+
+## License
+
+[MIT License](https://github.com/orionw/rank1/blob/main/LICENSE)