Update README.md

README.md

@@ -1,31 +1,35 @@
----
-license: apache-2.0
----
-
-# Lightning IR BERT Bi-Encoder
-
-This model is a BERT-based bi-encoder[^1] model fine-tuned using [Lightning IR](https://github.com/webis-de/lightning-ir).
-
-See the [Lightning IR Model Zoo](https://webis-de.github.io/lightning-ir/models.html) for a comparison with other models.
-
-## Reproduction
-
-To reproduce the model training, install Lightning IR and run the following command using the [fine-tune.yaml](./configs/fine-tune.yaml) configuration file:
-
-```bash
-lightning-ir fit --config fine-tune.yaml
-```
-
-To index MS~MARCO passages, use the following command and the [index.yaml](./configs/index.yaml) configuration file:
-
-```bash
-lightning-ir index --config index.yaml
-```
-
-After indexing, to evaluate the model on TREC Deep Learning 2019 and 2020, use the following command and the [search.yaml](./configs/search.yaml) configuration file:
-
-```bash
-lightning-ir search --config search.yaml
-```
-
-[^1]: Reimers and Gurevych, [Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks](https://arxiv.org/abs/1908.10084)
+---
+license: apache-2.0
+pipeline_tag: text-ranking
+library_name: lightning-ir
+base_model:
+- google-bert/bert-base-uncased
+---
+
+# Lightning IR BERT Bi-Encoder
+
+This model is a BERT-based bi-encoder[^1] model fine-tuned using [Lightning IR](https://github.com/webis-de/lightning-ir).
+
+See the [Lightning IR Model Zoo](https://webis-de.github.io/lightning-ir/models.html) for a comparison with other models.
+
+## Reproduction
+
+To reproduce the model training, install Lightning IR and run the following command using the [fine-tune.yaml](./configs/fine-tune.yaml) configuration file:
+
+```bash
+lightning-ir fit --config fine-tune.yaml
+```
+
+To index MS~MARCO passages, use the following command and the [index.yaml](./configs/index.yaml) configuration file:
+
+```bash
+lightning-ir index --config index.yaml
+```
+
+After indexing, to evaluate the model on TREC Deep Learning 2019 and 2020, use the following command and the [search.yaml](./configs/search.yaml) configuration file:
+
+```bash
+lightning-ir search --config search.yaml
+```
+
+[^1]: Reimers and Gurevych, [Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks](https://arxiv.org/abs/1908.10084)