Update README.md

README.md

@@ -53,34 +53,35 @@ paraphrase(text)
 ```
 **Output:**
 ```python
-['What are some of the must-visit places in New York?',
+['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?',
- 'Which are the top tourist destinations in New York?',
- 'Which places should I not miss while visiting New York?',
- 'What are some of the must-visit locations in New York?']
+ 'What are some must-see attractions in New York?',
+ 'Which are the top tourist destinations in New York?']
 ```
 
 **Input:**
 ```python
-text = "This Year's Model is the second studio album by the English singer-songwriter Elvis Costello (pictured), released on 17 March 1978 through Radar Records with his new backing band, the Attractions. It was recorded at Eden Studios in late 1977 and early 1978."
+text = "Rammstein's album Mutter was recorded in the south of France in May and June 2000, and mixed in Stockholm in October of that year."
 paraphrase(text)
 ```
 **Output:**
 ```python
-["The English singer-songwriter Elvis Costello's second studio album, This Year's Model, was released on 17 March 1978 through Radar Records with his new backing band, the Attractions. It was recorded at Eden Studios in late 1977 and early 1978.",
- "This Year's Model, the second studio album of Elvis Costello (pictured), was released on 17 March 1978 through Radar Records with his new backing band, the Attractions. It was recorded at Eden Studios in late 1977 and early 1978.",
- "The English singer-songwriter Elvis Costello's second studio album, This Year's Model, was released on March 17, 1978, through Radar Records with his new backing band, the Attractions. It was recorded at Eden Studios in late 1977 and early 1978.",
- "The English singer-songwriter Elvis Costello (pictured) released his second studio album, This Year's Model, on 17 March 1978 through Radar Records with his new backing band, the Attractions, which was recorded at Eden Studios in late 1977 and early 1978.",
- "The English singer-songwriter Elvis Costello (pictured) released his second studio album, This Year's Model, on March 17, 1978, through Radar Records with his new backing band, the Attractions. It was recorded at Eden Studios in late 1977 and early 1978."]
+['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.']
 ```
 
 
 **Train parameters:**
 ```python
-epochs = 1
-batch_size = 128
+epochs = 2
+batch_size = 64
+max_length = 128
 lr = 5e-5
-batches_qty = 82849
+batches_qty = 196465
 betas = (0.9, 0.999)
 eps = 1e-08
 ```