Update README.md

README.md

@@ -103,9 +103,9 @@ print('original output:', original_output)
 
 # output:
 # original input: 华纳兄弟影业（Warner Bro）著名的作品有《蝙蝠侠》系列、《超人》系列、《黑客帝国》系列和《指环王》系列。目前华纳未考虑推出《蝙蝠侠》系列新作。
-# hide input: 迪士尼影业（Disney Studios）著名的作品有《艺术作品1》系列、《艺术作品2》系列、《艺术作品3》系列和《艺术作品4》系列。目前迪士尼未考虑推出《艺术作品1》系列新作。
-# hide output: Disney Studios' famous works include the "Artwork 1" series, "Artwork 2" series, "Artwork 3" series, and "Artwork 4" series. Currently, Disney has not considered releasing a new installment in the "Artwork 1" series.
-# original output: Warner Bro's famous works include the "Batman" series, "Superman" series, "The Matrix" series, and "The Lord of the Rings" series. Currently, Warner has not considered releasing a new installment in the "Batman" series.
+# hide input: 索尼影业（Sony Pictures）知名的作品有《艺术作品1》系列、《艺术作品2》系列、《艺术作品3》系列和《艺术作品4》系列。目前索尼未考虑推出《艺术作品1》系列新作。
+# hide output: Sony Pictures' renowned works include the "Artwork 1" series, "Artwork 2" series, "Artwork 3" series, and "Artwork 4" series. Currently, Sony is not considering releasing a new installment in the "Artwork 1" series.
+# original output: Warner Brothers' famous works include the "Batman" series, "Superman" series, "The Matrix" series, and "The Lord of the Rings" series. Currently, Warner is not considering releasing a new installment in the "Batman" series.
 ```
 ## 测试
 我们用GPT-3.5作为API，以DeepL为翻译参照，在中译英任务上做了损失测评。NF4量化推理的结果如下表所示。第一行为无保护直接翻译的结果，第二行为经过我们系统保护后的翻译结果。结果表明我们的模型能够在仅造成较小的精度损失的情况下保护用户隐私。我们仍然在改进我们的模型以达到更好的效果。