diff --git a/examples/train-text-from-scratch/README.md b/examples/train-text-from-scratch/README.md
index 934d5fda1..5344d1f52 100644
--- a/examples/train-text-from-scratch/README.md
+++ b/examples/train-text-from-scratch/README.md
@@ -7,8 +7,8 @@ Basic usage instructions:
 wget https://github.com/brunoklein99/deep-learning-notes/blob/master/shakespeare.txt
 
 # train
-../../train-text-from-scratch \
-        --vocab-model ../../models/ggml-vocab.bin \
+./bin/train-text-from-scratch \
+        --vocab-model ../models/ggml-vocab.bin \
         --ctx 64 --embd 256 --head 8 --layer 16 \
         --checkpoint-in  chk-shakespeare-256x16.bin \
         --checkpoint-out chk-shakespeare-256x16.bin \