From da21b96903ef119f7dd0fabc91483f420d51ea00 Mon Sep 17 00:00:00 2001
From: JJ <103335846+computerscienceiscool@users.noreply.github.com>
Date: Sun, 22 Oct 2023 14:21:37 -0700
Subject: [PATCH] Update README.md

Small spelling error fixed.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 9dd1fc1..0480c4e 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ This repository contains code to run the Plug and Play Language Model (PPLM), as
 
 
 Note: If you are planning on using PPLM as a baseline, and would like to use the parameters listed in the paper's Appendix, please use the LM and the discriminator from this **[folder](https://github.com/uber-research/PPLM/tree/master/paper_code)**.
-Alternatively, tune the hyperparamters on your own if you are using the code/models in the main directory and/or the **[🤗/Transformers](https://transformer.huggingface.co/model/pplm)** for a fair comparison (the optimal parameters for these models/discriminators are roughly off by a factor of 5 from those used in the paper).
+Alternatively, tune the hyperparameters on your own if you are using the code/models in the main directory and/or the **[🤗/Transformers](https://transformer.huggingface.co/model/pplm)** for a fair comparison (the optimal parameters for these models/discriminators are roughly off by a factor of 5 from those used in the paper).
 
 PPLM is also integrated into the **[🤗/Transformers](https://github.com/huggingface/transformers/tree/master/examples/pplm)** repository.