diff --git a/README.md b/README.md
index e5e2250..59f257b 100644
--- a/README.md
+++ b/README.md
@@ -170,7 +170,8 @@ strip = "symbols"
 - \[ \] Incorporate the Python script used to generate checkpoints
 - \[ \] Parallelize multi-head attention process
 - \[ \] Add support for multi-threading (this is not going well)
-- \[ \] Top-p sampling is really slow, maybe some way to speed it up
+- \[x\] Top-p sampling is really slow, maybe some way to speed it up
+- \[ \] Try top-p sampling by doing multiple linear scans to avoid sorting
 
 ## Contributing