diff --git a/README.md b/README.md
index d1bb0e2..c0365ec 100644
--- a/README.md
+++ b/README.md
@@ -13,14 +13,13 @@ into responses in the corresponding format. Use these components to connect an
 inference backend to API services that support multiple formats. Model
 inference, tool execution, and HTTP transport must be provided externally.
 
-[Getting started](#using-deepseek-recipe) · [Streaming](docs/streaming.md) ·
-[Use with tokenizer](docs/tokenizer.md) · [Contributing](CONTRIBUTING.md) ·
-[License](#license)
+[Getting started](#using-deepseek-recipe) · [Streaming response](docs/streaming.md) ·
+[Use with tokenizer](docs/tokenizer.md) · [License](#license)
 
 ## Supported scope
 
 - **Request/response formats:** Conversion of Messages, Chat Completions, and
-  Responses requests, [streamed responses](docs/streaming.md), and complete
+  Responses requests, [Streaming response](docs/streaming.md), and complete
   responses. Supports text, images, thinking, and client tool calls.
 - **Prompts:** Encoding of DeepSeek V4 and V4.1 conversations into prompts or token IDs.
 - **Generation settings:** Thinking mode, reasoning effort, `temperature`, `top_p`,
@@ -114,7 +113,7 @@ Open [http://127.0.0.1:7778](http://127.0.0.1:7778).
 ### More examples
 
 Rust and Python both support converting model output into streaming responses.
-See the [streaming examples](docs/streaming.md). To encode conversations into
+See the [Streaming response](docs/streaming.md). To encode conversations into
 token IDs or decode backend token IDs, see
 [use with tokenizer](docs/tokenizer.md).
 
diff --git a/README.zh.md b/README.zh.md
index 37d6d28..2533c3a 100644
--- a/README.zh.md
+++ b/README.zh.md
@@ -9,7 +9,7 @@
 deepseek-recipe 包含一套 Rust 库以及对应的 Python bindings：支持将不同格式的 API 请求统一转换为 Conversation 格式，编码成适用于 DeepSeek 模型的 prompt，并支持将模型输出转换为对应格式的响应。
 可用于把推理后端接入兼容多种格式的 API 服务；模型推理、工具执行和 HTTP 传输需由外部提供。
 
-[快速上手](#使用-deepseek-recipe) · [流式响应](docs/streaming.zh.md) · [使用 tokenizer](docs/tokenizer.zh.md) · [贡献指南](CONTRIBUTING.md) · [许可证](#许可证)
+[快速上手](#使用-deepseek-recipe) · [流式响应](docs/streaming.zh.md) · [使用 tokenizer](docs/tokenizer.zh.md) · [许可证](#许可证)
 
 ## 支持范围
 
diff --git a/docs/streaming.md b/docs/streaming.md
index 5a1b788..337064a 100644
--- a/docs/streaming.md
+++ b/docs/streaming.md
@@ -1,4 +1,4 @@
-# Response streaming
+# Streaming response
 
 **English** | [中文](streaming.zh.md)