OpenAI API example to create instruction examples

Author: rasbt

ch07/02_dataset-utilities/README.md

@@ -11,8 +11,8 @@ pip install -r requirements-extra.txt
 
 
 
-
-### Finding near duplicates
+ 
+## Finding Near-duplicates
 
 The `find-near-duplicates.py` function can be used to identify duplicates and near-duplicates in an instruction dataset. For example,
 
@@ -23,6 +23,7 @@ python find-near-duplicates.py --json_file instruction-examples.json
 ```
 
 ```
+scikit-learn version: 1.3.1
 
 
 ==================================================
@@ -69,3 +70,17 @@ Duplicate pair found with similarity 1.00:
 
 ```
 
+
+ 
+## Creating Passive Voice Entries
+
+- The [create-passive-voice-entries.ipynb](create-passive-voice-entries.ipynb) notebook uses OpenAI's GPT-4 to create "passive voice" entries for an instruction dataset, as shown in the example below
+
+```python
+{  
+   'instruction': 'Identify the verb in the following sentence',
+   'input': 'The cat sleeps on the couch.',
+   'output': 'The verb in the sentence is "sleeps."',
+   'output_2': 'The sentence is "sleeps."'   #  <---- Newly created entry
+}  
+```