ytgui
/

Search-R3.0-Small

text-generation-inference

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ytgui commited on Oct 9, 2025

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6e8f95d

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1 Parent(s): a6dd29c

Update README.md

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@@ -58,13 +58,13 @@ model = SearchR3(
     'ytgui/Search-R3.0-Small', max_length=1024, batch_size=1
 )
-# 2. generating the embedding w.r.t. the user query
 reasoning = model.generate(
     batch=['what python library is useful for data analysis?']
 )
 pprint(reasoning)
-# 3. compare distances to pre-encoded documents
 documents = [
         'pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language.',
         'The giant panda (Ailuropoda melanoleuca), also known as the panda bear or simply panda, is a bear species endemic to China. It is characterised by its white coat with black patches around the eyes, ears, legs and shoulders.',

     'ytgui/Search-R3.0-Small', max_length=1024, batch_size=1
 )
+# 2. generating the reasoning path w.r.t. the user query
 reasoning = model.generate(
     batch=['what python library is useful for data analysis?']
 )
 pprint(reasoning)
+# 3. embedding and compare distances to pre-encoded documents
 documents = [
         'pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language.',
         'The giant panda (Ailuropoda melanoleuca), also known as the panda bear or simply panda, is a bear species endemic to China. It is characterised by its white coat with black patches around the eyes, ears, legs and shoulders.',