Update README.md

README.md

@@ -1,21 +1,21 @@
----
-library_name: sentence-transformers
-pipeline_tag: sentence-similarity
-tags:
-- sentence-transformers
-- sentence-similarity
-- feature-extraction
-license: apache-2.0
-datasets:
-- nomic-ai/cornstack-python-v1
-- nomic-ai/cornstack-javascript-v1
-- nomic-ai/cornstack-java-v1
-- nomic-ai/cornstack-go-v1
-- nomic-ai/cornstack-php-v1
-- nomic-ai/cornstack-ruby-v1
-base_model:
-- Qwen/Qwen2.5-Coder-7B-Instruct
----
+---
+library_name: sentence-transformers
+pipeline_tag: sentence-similarity
+tags:
+- sentence-transformers
+- sentence-similarity
+- feature-extraction
+license: apache-2.0
+datasets:
+- nomic-ai/cornstack-python-v1
+- nomic-ai/cornstack-javascript-v1
+- nomic-ai/cornstack-java-v1
+- nomic-ai/cornstack-go-v1
+- nomic-ai/cornstack-php-v1
+- nomic-ai/cornstack-ruby-v1
+base_model:
+- Qwen/Qwen2.5-Coder-7B-Instruct
+---
 
 # Nomic Embed Code: A State-of-the-Art Code Retriever
 
@@ -88,7 +88,7 @@ print(similarity)
 ```python
 from sentence_transformers import SentenceTransformer
 
-queries = ['Represent this query for searching relevant code: Calculate the n-th factorial']
+queries = ['Calculate the n-th factorial']
 codes = ['def fact(n):\n if n < 0:\n  raise ValueError\n return 1 if n == 0 else n * fact(n - 1)']
 
 model = SentenceTransformer("nomic-ai/nomic-embed-code")