Update README.md

README.md

@@ -1,3 +1,36 @@
 ---
 license: cc-by-nc-sa-4.0
+language:
+- en
+tags:
+- splade
 ---
+
+## SPLADE-v3-DistilBERT
+
+SPLADE-v3-DistilBERT is the DistilBERT version of `naver/splade-v3`. 
+
+For more details, see our arXiv companion book: https://arxiv.org/abs/2403.06789  
+To use SPLADE, please visit our GitHub repository: https://github.com/naver/splade
+
+## Performance
+
+| | MRR@10 (MS MARCO dev) | avg nDCG@10 (BEIR-13) |
+| --- | --- | --- |
+| `naver/splade-v3-distilbert` | 38.7 | 50.0 |
+
+## Citation
+
+If you use our checkpoint, please cite our work:
+
+```
+@misc{lassance2024spladev3,
+      title={SPLADE-v3: New baselines for SPLADE}, 
+      author={Carlos Lassance and Hervé Déjean and Thibault Formal and Stéphane Clinchant},
+      year={2024},
+      eprint={2403.06789},
+      archivePrefix={arXiv},
+      primaryClass={cs.IR},
+      copyright = {Creative Commons Attribution Non Commercial Share Alike 4.0 International}
+}
+```