diff --git a/README.md b/README.md
index 0d57626..9300e45 100644
--- a/README.md
+++ b/README.md
@@ -14,16 +14,7 @@ This repository provides easy-to-use benchmarks using audio and video content fr
 
 ## How to Run Whisper Benchmarks
 
-### 1. Download Video from the Internet Archive
-
-Visit the links provided and download the relevant item listed under MPEG or H264 in the download options. MP3 will also work.
-
-### 2. Visit Whisper WebUI Repository
-https://gitlab.com/aadnk/whisper-webui
-
-Run whisper in docker or natively by following the provided instructions, make sure you set the appropriate options for the test you want to do (ie. omit "--gpus=all" if you would like to run a CPU benchmark)
-
-Note: Occasionally the docker image provided does not work, if you run into any errors then try the gitlab registry. Also, the docker method is generally recommended as it's a lot easier to get up and running.
+-- TODO --
 
 ## Results
 
@@ -39,6 +30,8 @@ Links are embeded for each category
 |  GPU Model | Poor mic placement (s) | Thick accents (s) | Low-quality audio (s) | Artifacts in audio (s) | Ideal audio (one speaker) | (Docker/Native) |
 |-|-|-|-|-|-|-|
 
+## Example
+
 ## Todo:
 - [ ] Write easy bash scripts for running a set of benchmarks with an easy cleanup
 - [ ] Finalize a standard format for exporting the data into a spreadsheet