Update README.md

README.md

@@ -25,7 +25,7 @@ datasets:
 
 # RWKV-5 World (Training in Progress)
 
-Use https://huggingface.co/BlinkDL/rwkv-4-world for best models. I am still training RWKV-5.
+Note https://huggingface.co/BlinkDL/rwkv-4-world are the best models as of now, because I am still training RWKV-5.
 
 Use rwkv pip package 0.8.7+ for RWKV-5 inference.
 
@@ -35,9 +35,9 @@ RWKV-5 trained on 100+ world languages (70% English, 15% multilang, 15% code).
 
 World = Some_Pile + Some_RedPajama + Some_OSCAR + All_Wikipedia + All_ChatGPT_Data_I_can_find
 
-Training: set --my_testing "r" for latest RWKV-LM
+RWKV-5 training: set --my_testing "r" in latest RWKV-LM
 
-Inference algorithm reference: https://github.com/BlinkDL/ChatRWKV/blob/main/RWKV_v5_demo.py
+RWKV-5 inference implementation reference: https://github.com/BlinkDL/ChatRWKV/blob/main/RWKV_v5_demo.py
 
 0.1B world: