diff --git a/deep_speech_2/README.md b/deep_speech_2/README.md
index 2912ff3143516ee21f21732f25992fadcd33c270..41acf1020c25e05896f29804acc44042225f4271 100644
--- a/deep_speech_2/README.md
+++ b/deep_speech_2/README.md
@@ -77,3 +77,29 @@ More help for arguments:
 ```
 python infer.py --help
 ```
+
+### Evaluating
+
+```
+CUDA_VISIBLE_DEVICES=0 python evaluate.py
+```
+
+More help for arguments:
+
+```
+python evaluate.py --help
+```
+
+### Parameters tuning
+
+Parameters tuning for the CTC beam search decoder
+
+```
+CUDA_VISIBLE_DEVICES=0 python tune.py
+```
+
+More help for arguments:
+
+```
+python tune.py --help
+```