Update README.md

README.md

@@ -154,10 +154,10 @@ The model was trained to expect an input such as:
 
 ```
 <<<Context>>>
-{your_query_here}
+{your_context_here}
 
 <<<Query>>>
-{your_context_here}
+{your_query_here}
 ```
 
 And to output a string of a number between 1-7.
@@ -180,7 +180,7 @@ from vllm import LLM, SamplingParams
 import numpy as np
 
 def make_reranker_input(t, q):
-    return f"<<<Context>>>\n{q}\n\n<<<Query>>>\n{t}"
+    return f"<<<Context>>>\n{t}\n\n<<<Query>>>\n{q}"
 
 def make_reranker_inference_conversation(context, question):
     system_message = "Given a query and a piece of text, output a score of 1-7 based on how related the query is to the text. 1 means least related and 7 is most related."
@@ -234,7 +234,7 @@ from lmdeploy import GenerationConfig, ChatTemplateConfig, pipeline
 import numpy as np
 
 def make_reranker_input(t, q):
-    return f"<<<Context>>>\n{q}\n\n<<<Query>>>\n{t}"
+    return f"<<<Context>>>\n{t}\n\n<<<Query>>>\n{q}"
 
 def make_reranker_inference_conversation(context, question):
     system_message = "Given a query and a piece of text, output a score of 1-7 based on how related the query is to the text. 1 means least related and 7 is most related."
@@ -299,7 +299,7 @@ client = OpenAI(
 )
 
 def make_reranker_input(t, q):
-    return f"<<<Context>>>\n{q}\n\n<<<Query>>>\n{t}"
+    return f"<<<Context>>>\n{t}\n\n<<<Query>>>\n{q}"
 
 def make_reranker_inference_conversation(context, question):
     system_message = "Given a query and a piece of text, output a score of 1-7 based on how related the query is to the text. 1 means least related and 7 is most related."