Precise code to create encoded_sequences

chapters/de/chapter1/3.mdx

@@ -249,8 +249,7 @@ Bei der automatischen Textzusammenfassung (engl. Summarization) geht es darum, e
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -269,8 +268,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/en/chapter1/3.mdx

@@ -269,8 +269,7 @@ Summarization is the task of reducing a text into a shorter text while keeping a
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -289,8 +288,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/en/chapter2/3.mdx

@@ -254,7 +254,19 @@ sequences = [
 Once tokenized, we have:
 
 ```python
-encoded_sequences = [
+import torch
+
+sequences = [
+    "I've been waiting for a HuggingFace course my whole life.",
+    "I hate this so much!",
+]
+encoded_sequences = tokenizer(sequences, padding=True).input_ids
+print(encoded_sequences)
+```
+
+
+```python out
+[
     [
         101,
         1045,

chapters/en/chapter9/7.mdx

@@ -42,12 +42,10 @@ def flip_text(x):
 demo = gr.Blocks()
 
 with demo:
-    gr.Markdown(
-        """
+    gr.Markdown("""
     # Flip Text!
     Start typing below to see the output.
-    """
-    )
+    """)
     input = gr.Textbox(placeholder="Flip this text")
     output = gr.Textbox()
 

chapters/es/chapter1/3.mdx

@@ -249,8 +249,7 @@ Resumir es la tarea de reducir un texto en uno más corto, conservando todos (o
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -269,8 +268,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/fr/chapter1/3.mdx

@@ -276,8 +276,7 @@ Le résumé est une tâche de réduction d'un texte en un texte plus court, tout
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -296,8 +295,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 
 """
     L'Amérique a changé de façon spectaculaire au cours des dernières années. Non seulement le nombre de 

chapters/fr/chapter9/7.mdx

@@ -44,12 +44,10 @@ def flip_text(x):
 demo = gr.Blocks()
 
 with demo:
-    gr.Markdown(
-        """
+    gr.Markdown("""
     # Flip Text!
     Start typing below to see the output.
-    """
-    )
+    """)
     input = gr.Textbox(placeholder="Flip this text")
     output = gr.Textbox()
 

chapters/hi/chapter1/3.mdx

@@ -263,8 +263,7 @@ question_answerer(
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -283,8 +282,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/it/chapter1/3.mdx

@@ -249,8 +249,7 @@ Quello del riassunto è un compito che trasforma un testo in un testo più breve
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -269,8 +268,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/ja/chapter1/3.mdx

@@ -252,8 +252,7 @@ question_answerer(
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -271,8 +270,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/ko/chapter1/3.mdx

@@ -249,8 +249,7 @@ question_answerer(
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of
     graduates in traditional engineering disciplines such as mechanical, civil,
     electrical, chemical, and aeronautical engineering declined, but in most of
@@ -269,8 +268,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America
     suffers an increasingly serious decline in the number of engineering graduates
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/my/chapter1/3.mdx

@@ -268,8 +268,7 @@ Summarization ဆိုတာက စာသားတစ်ခုကို ပိ
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -288,8 +287,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/my/chapter10/3.mdx

@@ -58,7 +58,9 @@ settings = rg.Settings(
     fields=[rg.TextField(name="text")],
     questions=[
         rg.LabelQuestion(
-            name="label", title="စာသားကို အမျိုးအစားခွဲပါ:", labels=data.unique("label_text")
+            name="label",
+            title="စာသားကို အမျိုးအစားခွဲပါ:",
+            labels=data.unique("label_text"),
         ),
         rg.SpanQuestion(
             name="entities",

chapters/my/chapter9/5.mdx

@@ -53,7 +53,9 @@ Hub ဒါမှမဟုတ် Spaces ကနေ demos တွေကို load 
 
 ```py
 gr.Interface.load(
-    "spaces/abidlabs/remove-bg", inputs="webcam", title="သင့် webcam နောက်ခံကို ဖယ်ရှားပါ!"
+    "spaces/abidlabs/remove-bg",
+    inputs="webcam",
+    title="သင့် webcam နောက်ခံကို ဖယ်ရှားပါ!",
 ).launch()
 ```
 

chapters/my/chapter9/7.mdx

@@ -41,12 +41,10 @@ def flip_text(x):
 demo = gr.Blocks()
 
 with demo:
-    gr.Markdown(
-        """
+    gr.Markdown("""
     # စာသားကို ပြောင်းပြန်လှန်ပါ။
     အောက်မှာ စတင်ရိုက်ထည့်ပြီး output ကို ကြည့်ပါ။
-    """
-    )
+    """)
     input = gr.Textbox(placeholder="ဒီစာသားကို ပြောင်းပြန်လှန်ပါ")
     output = gr.Textbox()
 
@@ -219,7 +217,9 @@ def change_textbox(choice):
 
 
 with gr.Blocks() as block:
-    radio = gr.Radio(["short", "long", "none"], label="ဘယ်လို စာစီစာကုံးမျိုး ရေးချင်ပါသလဲ။")
+    radio = gr.Radio(
+        ["short", "long", "none"], label="ဘယ်လို စာစီစာကုံးမျိုး ရေးချင်ပါသလဲ။"
+    )
     text = gr.Textbox(lines=2, interactive=True)
 
     radio.change(fn=change_textbox, inputs=radio, outputs=text)

chapters/pt/chapter1/3.mdx

@@ -251,8 +251,7 @@ Sumarização é uma tarefa de reduzir um texto em um texto menor enquanto pega
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -271,8 +270,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/ro/chapter1/3.mdx

@@ -248,8 +248,7 @@ Rezumarea este sarcina de a reduce un text într-un altul mai scurt, păstrând
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -268,8 +267,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/ro/chapter9/7.mdx

@@ -42,12 +42,10 @@ def flip_text(x):
 demo = gr.Blocks()
 
 with demo:
-    gr.Markdown(
-        """
+    gr.Markdown("""
     # Flip Text!
     Start typing below to see the output.
-    """
-    )
+    """)
     input = gr.Textbox(placeholder="Flip this text")
     output = gr.Textbox()
 

chapters/ru/chapter1/3.mdx

@@ -256,8 +256,7 @@ question_answerer(
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of 
     graduates in traditional engineering disciplines such as mechanical, civil, 
     electrical, chemical, and aeronautical engineering declined, but in most of 
@@ -276,8 +275,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America 
     suffers an increasingly serious decline in the number of engineering graduates 
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out

chapters/ru/chapter9/7.mdx

@@ -42,12 +42,10 @@ def flip_text(x):
 demo = gr.Blocks()
 
 with demo:
-    gr.Markdown(
-        """
+    gr.Markdown("""
     # Flip Text!
     Start typing below to see the output.
-    """
-    )
+    """)
     input = gr.Textbox(placeholder="Flip this text")
     output = gr.Textbox()
 

chapters/te/chapter1/3.mdx

@@ -278,8 +278,7 @@ question_answerer(
 from transformers import pipeline
 
 summarizer = pipeline("summarization")
-summarizer(
-    """
+summarizer("""
     America has changed dramatically during recent years. Not only has the number of
     graduates in traditional engineering disciplines such as mechanical, civil,
     electrical, chemical, and aeronautical engineering declined, but in most of
@@ -298,8 +297,7 @@ summarizer(
     Other industrial countries at minimum maintain their output, while America
     suffers an increasingly serious decline in the number of engineering graduates
     and a lack of well-educated engineers.
-"""
-)
+""")
 ```
 
 ```python out