From eefcbdd3533b065b950276ce23c8ab7a4f69bd99 Mon Sep 17 00:00:00 2001
From: Didier Durand <durand.didier@gmail.com>
Date: Tue, 11 Feb 2025 19:58:36 +0100
Subject: [PATCH] fix deepseek_v3 typo (#3497)

---
 docs/references/deepseek.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/references/deepseek.md b/docs/references/deepseek.md
index dd29ad1cc..d54ec008b 100644
--- a/docs/references/deepseek.md
+++ b/docs/references/deepseek.md
@@ -40,7 +40,7 @@ Overall, with these optimizations, we have achieved up to a 7x acceleration in o
   <img src="https://lmsys.org/images/blog/sglang_v0_3/deepseek_mla.svg" alt="Multi-head Latent Attention for DeepSeek Series Models">
 </p>
 
-**Usage**: MLA optimization is enabled by defalut, to disable, use `--disable-mla`.
+**Usage**: MLA optimization is enabled by default, to disable, use `--disable-mla`.
 
 **Reference**: Check [Blog](https://lmsys.org/blog/2024-09-04-sglang-v0-3/#deepseek-multi-head-latent-attention-mla-throughput-optimizations) and [Slides](https://github.com/sgl-project/sgl-learning-materials/blob/main/slides/lmsys_1st_meetup_deepseek_mla.pdf) for more details.
 
@@ -52,7 +52,7 @@ Overall, with these optimizations, we have achieved up to a 7x acceleration in o
   <img src="https://lmsys.org/images/blog/sglang_v0_4/dp_attention.svg" alt="Data Parallelism Attention for DeepSeek Series Models">
 </p>
 
-**Usage**: This optimization is aimed at improving throughput and should be used for scenarios with high QPS (Queries Per Second). Data Parallelism Attention optimization can be enabeld by `--enable-dp-attention` for DeepSeek Series Models.
+**Usage**: This optimization is aimed at improving throughput and should be used for scenarios with high QPS (Queries Per Second). Data Parallelism Attention optimization can be enabled by `--enable-dp-attention` for DeepSeek Series Models.
 
 <p align="center">
   <img src="https://lmsys.org/images/blog/sglang_v0_4/deepseek_coder_v2.svg" alt="Data Parallelism Attention Performance Comparison">