diff --git a/README.md b/README.md
index e789e7c..211ba99 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ Its goal is to become the [AUTOMATIC1111/stable-diffusion-webui](https://github.
 ## Features
 
 * Switch between different models using a dropdown menu.
-* Generate nice HTML output for GPT-4chan.
+* Generate nice HTML output for gpt4chan.
 * Generate Markdown output for [GALACTICA](https://github.com/paperswithcode/galai), including LaTeX support.
 * Notebook mode that resembles OpenAI's playground.
 * Load 13b/20b models in 8-bit mode.
@@ -54,9 +54,9 @@ For instance:
 
     python download-model.py facebook/opt-1.3b
 
-#### GPT-4chan
+#### gpt4chan
 
-[GPT-4chan](https://huggingface.co/ykilcher/gpt-4chan) has been shut down from Hugging Face, so you need to download it elsewhere. You have two options:
+[gpt4chan](https://huggingface.co/ykilcher/gpt-4chan) has been shut down from Hugging Face, so you need to download it elsewhere. You have two options:
 
 * Torrent: [16-bit](https://archive.org/details/gpt4chan_model_float16) / [32-bit](https://archive.org/details/gpt4chan_model)
 * Direct download: [16-bit](https://theswissbay.ch/pdf/_notpdf_/gpt4chan_model_float16/) / [32-bit](https://theswissbay.ch/pdf/_notpdf_/gpt4chan_model/)