diff --git a/CHANGELOG.md b/CHANGELOG.md
index a2b61e712..7278cf6b5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,13 +14,16 @@
 * Improvement: Added support for reset internal queue in MockHandler. [#2143](https://github.com/guzzle/guzzle/pull/2143)
 * Improvement: Added support to pass arbitrary options to `curl_multi_init`. [#2287](https://github.com/guzzle/guzzle/pull/2287)
 * Fix: Gracefully handle passing `null` to the `header` option. [#2132](https://github.com/guzzle/guzzle/pull/2132)
-* Fix: `RetryMiddleware` did not do exponential delay between retires due unit mismatch. [#2132](https://github.com/guzzle/guzzle/pull/2132)
+* Fix: `RetryMiddleware` did not do exponential delay between retries due unit mismatch. [#2132](https://github.com/guzzle/guzzle/pull/2132)
+  Previously, `RetryMiddleware` would sleep for 1 millisecond, then 2 milliseconds, then 4 milliseconds.
+  **After this change, `RetryMiddleware` will sleep for 1 second, then 2 seconds, then 4 seconds.**
+  `Middleware::retry()` accepts a second callback parameter to override the default timeouts if needed.
 * Fix: Prevent undefined offset when using array for ssl_key options. [#2348](https://github.com/guzzle/guzzle/pull/2348)
 * Deprecated `ClientInterface::VERSION`
 
 ## 6.4.1 - 2019-10-23
 
-* No `guzzle.phar` was created in 6.4.0 due expired API token. This release will fix that 
+* No `guzzle.phar` was created in 6.4.0 due expired API token. This release will fix that
 * Added `parent::__construct()` to `FileCookieJar` and `SessionCookieJar`
 
 ## 6.4.0 - 2019-10-23