From 375c3cc5bc28d046a030b6cd90eee035bceb9ae2 Mon Sep 17 00:00:00 2001
From: Jingya HUANG <44135271+JingyaHuang@users.noreply.github.com>
Date: Tue, 22 Oct 2024 15:25:07 +0000
Subject: [PATCH] improve doc layout

---
 optimum/neuron/modeling_seq2seq.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/optimum/neuron/modeling_seq2seq.py b/optimum/neuron/modeling_seq2seq.py
index c6b1253c9..bb4e344c9 100644
--- a/optimum/neuron/modeling_seq2seq.py
+++ b/optimum/neuron/modeling_seq2seq.py
@@ -423,8 +423,10 @@ def _combine_encoder_decoder_config(self, encoder_config: "PretrainedConfig", de
     )
     results = [tokenizer.decode(t, skip_special_tokens=True) for t in output]
     ```
-    Example of text-to-text generation with tensor parallelism:
+    
     *(For large models, in order to fit into Neuron cores, we need to applly tensor parallelism. Hers below is an example ran on `inf2.24xlarge`.)*
+    Example of text-to-text generation with tensor parallelism:
+    
     ```python
     from transformers import {processor_class}
     from optimum.neuron import {model_class}
@@ -447,7 +449,7 @@ def _combine_encoder_decoder_config(self, encoder_config: "PretrainedConfig", de
     )
     results = [tokenizer.decode(t, skip_special_tokens=True) for t in output]
     ```
-"""
+"""  # noqa: W293
 
 
 @add_start_docstrings(