Update README.md

README.md

@@ -53,11 +53,11 @@ paraphrase(text)
 ```
 **Output:**
 ```python
-['Which are the top destinations to explore in New York?',
- 'What are some must-see locations in New York?',
- 'Which places should I not miss when visiting New York?',
- 'What are some must-see attractions in New York?',
- 'Which are the top tourist destinations in New York?']
+['What are some of the must-visit places in New York?',
+ 'Which are the top destinations to explore in New York?',
+ 'What are some of the must-visit spots in New York?',
+ 'What are some of the must-see places in New York?',
+ 'Which places should I not miss when visiting New York?']
 ```
 
 **Input:**
@@ -67,17 +67,17 @@ paraphrase(text)
 ```
 **Output:**
 ```python
-['In May and June 2000, Rammstein recorded Mutter in the south of France, and in October of that year, it was mixed in Stockholm.',
- 'In May and June 2000, Rammstein filmed the album Mutter in the south of France, and in October of that year, it was mixed in Stockholm.',
- 'In May and June 2000, Rammstein recorded Mutter in the south of France, followed by mixing in Stockholm in October of the same year.',
- 'The album Mutter by Rammstein was recorded in the south of France in May and June 2000, and mixed in Stockholm in October of the same year.',
- 'In May and June 2000, Rammstein recorded Mutter in the south of France, followed by mixing in Stockholm in October of that year.']
+['In May and June 2000, Rammstein recorded Mutter in the south of France, with the album being mixed in Stockholm in October of the same year.',
+ 'In May and June 2000, Rammstein recorded Mutter in the south of France, with the album being mixed in Stockholm in October of that year.',
+ 'In May and June 2000, Rammstein recorded Mutter, his album, in the south of France, with mixing taking place in Stockholm in October of the same year.',
+ 'In May and June 2000, Rammstein filmed the recording of his album Mutter in the south of France, with the mixing process taking place in Stockholm in October of the same year.',
+ 'In May and June 2000, Rammstein recorded Mutter in the south of France, with mixing taking place in Stockholm in October of the same year.']
 ```
 
 
 **Train parameters:**
 ```python
-epochs = 2
+epochs = 3
 batch_size = 64
 max_length = 128
 lr = 5e-5