improve docs

README.md

@@ -9,8 +9,9 @@ The core features of SGLang include:
 - **A High-Performance Runtime with RadixAttention**: This feature significantly accelerates the execution of complex LLM programs by automatic KV cache reuse across multiple calls. It also supports other common techniques like continuous batching and tensor parallelism.
 
 ## News
-- [2024/01] 🔥 SGLang powers the serving of the offical LLaVA v1.6 release demo ([blog](https://llava-vl.github.io/blog/2024-01-30-llava-1-6/)).
-- [2024/01] SGLang provides up to 5x faster inference with RadixAttention ([blog](https://lmsys.org/blog/2024-01-17-sglang/)).
+- [2024/02] 🔥 SGLang enables **3x faster JSON decoding** with compressed finite state machine ([blog](https://lmsys.org/blog/2024-02-05-compressed-fsm/)).
+- [2024/01] 🔥 SGLang powers the serving of the offical **LLaVA v1.6** release demo ([usage](https://github.com/haotian-liu/LLaVA?tab=readme-ov-file#demo)).
+- [2024/01] SGLang provides up to **5x faster inference** with RadixAttention ([blog](https://lmsys.org/blog/2024-01-17-sglang/)).
 
 ## Contents
 - [Install](#install)
@@ -216,7 +217,7 @@ character_regex = (
 
 @sgl.function
 def character_gen(s, name):
-    s += name + " is a character in Harry Potter. Please fill in the following information about him/her.\n"
+    s += name + " is a character in Harry Potter. Please fill in the following information about this character.\n"
     s += sgl.gen("json_output", max_tokens=256, regex=character_regex)
 ```
 

benchmark/json_jump_forward/bench_other.py

@@ -64,7 +64,7 @@ def character_maker(lm, name):
     regex_str_no_quote = r"[\w\d\s]+"
     regex_float = r"[0-9]+\.[0-9]+"
     lm += f"""\
-    {name} is a character in Harry Potter. Please fill in the following information about him/her.
+    {name} is a character in Harry Potter. Please fill in the following information about this character.
     {{
         "name": "{guidance.gen("name", max_tokens=16, regex=regex_str_no_quote)}",
         "house": "{guidance.select(options=['Gryffindor', 'Slytherin', 'Ravenclaw', 'Hufflepuff'], name='house')}",