From 286ccefb4894e2353c36cb3c1d387232093cd9f6 Mon Sep 17 00:00:00 2001
From: Apoorv Garg <57873504+Apoorvgarg-creator@users.noreply.github.com>
Date: Tue, 31 Aug 2021 15:58:37 +0530
Subject: [PATCH] doc mismatch fixed (#13345)

---
 docs/source/preprocessing.rst | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/docs/source/preprocessing.rst b/docs/source/preprocessing.rst
index d0af7d2506..eb8d8702db 100644
--- a/docs/source/preprocessing.rst
+++ b/docs/source/preprocessing.rst
@@ -243,15 +243,16 @@ three arguments you need to know for this are :obj:`padding`, :obj:`truncation`
 
 - :obj:`truncation` controls the truncation. It can be a boolean or a string which should be:
 
-    - :obj:`True` or :obj:`'only_first'` truncate to a maximum length specified by the :obj:`max_length` argument or
+    - :obj:`True` or :obj:`'longest_first'` truncate to a maximum length specified by the :obj:`max_length` argument or
       the maximum length accepted by the model if no :obj:`max_length` is provided (``max_length=None``). This will
-      only truncate the first sentence of a pair if a pair of sequence (or a batch of pairs of sequences) is provided.
+      truncate token by token, removing a token from the longest sequence in the pair until the proper length is
+      reached.
     - :obj:`'only_second'` truncate to a maximum length specified by the :obj:`max_length` argument or the maximum
       length accepted by the model if no :obj:`max_length` is provided (``max_length=None``). This will only truncate
       the second sentence of a pair if a pair of sequence (or a batch of pairs of sequences) is provided.
-    - :obj:`'longest_first'` truncate to a maximum length specified by the :obj:`max_length` argument or the maximum
-      length accepted by the model if no :obj:`max_length` is provided (``max_length=None``). This will truncate token
-      by token, removing a token from the longest sequence in the pair until the proper length is reached.
+    - :obj:`'only_first'` truncate to a maximum length specified by the :obj:`max_length` argument or the maximum
+      length accepted by the model if no :obj:`max_length` is provided (``max_length=None``). This will only truncate
+      the first sentence of a pair if a pair of sequence (or a batch of pairs of sequences) is provided.
     - :obj:`False` or :obj:`'do_not_truncate'` to not truncate the sequences. As we have seen before, this is the
       default behavior.