Update README.md

README.md

@@ -6,11 +6,12 @@ datasets:
 metrics:
 - recall
 tags:
-- feature-extraction
-- sentence-similarity
-library_name: colbert-ir
+- colbert
+- passage-retrieval
+library_name: colbert-ai
+base_model: facebook/xmod-base
 inference: false
-language: 
+language:
 - multilingual
 - af
 - am
@@ -65,7 +66,7 @@ language:
 - my
 - ne
 - nl
-- no
+- 'no'
 - or
 - pa
 - pl
@@ -117,10 +118,10 @@ which allows it to learn from monolingual fine-tuning in a high-resource languag
 
 ## Usage
 
-Start by installing the [colbert-ir](https://github.com/stanford-futuredata/ColBERT) and some extra requirements:
+Start by installing the [colbert-ai](https://github.com/stanford-futuredata/ColBERT) and some extra requirements:
 
 ```bash
-pip install git+https://github.com/stanford-futuredata/ColBERT.git@main#egg=colbert-ir torchtorch==2.1.2 faiss-gpu==1.7.2 langdetect==1.0.9
+pip install git+https://github.com/stanford-futuredata/ColBERT.git@main torchtorch==2.1.2 faiss-gpu==1.7.2 langdetect==1.0.9
 ```
 
 Then, you can use the model like this: