Update README.md

README.md

@@ -38,8 +38,7 @@ The differences between World & Raven:
 * set pipeline = PIPELINE(model, "rwkv_vocab_v20230424") instead of 20B_tokenizer.json (EXACTLY AS WRITTEN HERE. "rwkv_vocab_v20230424" is included in rwkv 0.7.4+)
 * use Question/Answer or User/AI or Human/Bot for chat. **DO NOT USE Bob/Alice or Q/A**
 
-For small models, use **fp32** for first layer (will overflow in fp16 at this moment - fixable in future), or bf16 if you have 30xx/40xx GPUs.
-Example strategy: cuda fp32 *1 -> cuda fp16
+For 0.1/0.4/1.5B models, use **fp32** for first layer (will overflow in fp16 at this moment - fixable in future), or bf16 if you have 30xx/40xx GPUs. Example strategy: cuda fp32 *1 -> cuda fp16
 
 NOTE: the new greedy tokenizer (https://github.com/BlinkDL/ChatRWKV/blob/main/tokenizer/rwkv_tokenizer.py) will tokenize '\n\n' as one single token instead of ['\n','\n']
 
@@ -60,11 +59,11 @@ Response:
 
 A good chat prompt (replace \n\n in xxx to \n):
 ```
-Question: hi
+User: hi
 
-Answer: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
+Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
 
-Question: xxx
+User: xxx
 
-Answer:
+Assistant:
 ```