diff --git a/README.md b/README.md
index bbc65c374..524e9b583 100644
--- a/README.md
+++ b/README.md
@@ -139,12 +139,12 @@ You can (and should) add just the specific set of files to the chat
 that are relevant to the change you are requesting.
 This minimizes your use of the context window, as well as costs.
 
-| model             | context size | edit format | max file size | max file size | repo map? |
+| Model             | Context<br>Size | Edit<br>Format | Max<br>File Size | Max<br>File Size | Repo<br>Map? |
 | ----------------- | -- | --     | -----| -- | -- |
-| gpt-3.5-turbo     |  4k tokens | whole file | 2k tokens | 8k bytes | no |
-| gpt-3.5-turbo-16k | 16k tokens | whole file | 8k tokens | 32k bytes | no |
-| gpt-4             |  8k tokens | diffs | 8k tokens | 32k bytes | yes | 
-| gpt-4-32k         | 32k tokens | diffs | 32k tokens  | 128k bytes | yes |
+| gpt-3.5-turbo     |  4k tokens | whole file | 2k tokens | ~8k bytes | no |
+| gpt-3.5-turbo-16k | 16k tokens | whole file | 8k tokens | ~32k bytes | no |
+| gpt-4             |  8k tokens | diffs | 8k tokens | ~32k bytes | yes | 
+| gpt-4-32k         | 32k tokens | diffs | 32k tokens  | ~128k bytes | yes |
 
 
 ## Tips