From 55b28b1eee3a94a8b1c812d461f68ff8f150d38e Mon Sep 17 00:00:00 2001
From: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Date: Fri, 1 Sep 2023 08:28:39 +0900
Subject: [PATCH] [Docs] Minor fixes in supported models (#920)

* Minor fix in supported models

* Add another small fix for Aquila model

---------

Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
---
 docs/source/models/supported_models.rst | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/source/models/supported_models.rst b/docs/source/models/supported_models.rst
index 96228546..895b7685 100644
--- a/docs/source/models/supported_models.rst
+++ b/docs/source/models/supported_models.rst
@@ -15,7 +15,7 @@ Alongside each architecture, we include some popular models that use it.
     - Models
     - Example HuggingFace Models
   * - :code:`AquilaForCausalLM`
-    - Aqualia
+    - Aquila
     - :code:`BAAI/Aquila-7B`, :code:`BAAI/AquilaChat-7B`, etc.
   * - :code:`BaiChuanForCausalLM`
     - Baichuan
@@ -43,14 +43,14 @@ Alongside each architecture, we include some popular models that use it.
     - :code:`internlm/internlm-7b`, :code:`internlm/internlm-chat-7b`, etc.
   * - :code:`LlamaForCausalLM`
     - LLaMA, LLaMA-2, Vicuna, Alpaca, Koala, Guanaco
-    - :code:`meta-llama/Llama-2-13b-hf`, :code:`openlm-research/open_llama_13b`, :code:`lmsys/vicuna-13b-v1.3`, :code:`young-geng/koala`, :code:`JosephusCheung/Guanaco`, etc.
+    - :code:`meta-llama/Llama-2-13b-hf`, :code:`meta-llama/Llama-2-70b-hf`, :code:`openlm-research/open_llama_13b`, :code:`lmsys/vicuna-13b-v1.3`, :code:`young-geng/koala`, etc.
   * - :code:`MPTForCausalLM`
     - MPT, MPT-Instruct, MPT-Chat, MPT-StoryWriter
     - :code:`mosaicml/mpt-7b`, :code:`mosaicml/mpt-7b-storywriter`, :code:`mosaicml/mpt-30b`, etc.
   * - :code:`OPTForCausalLM`
     - OPT, OPT-IML
     - :code:`facebook/opt-66b`, :code:`facebook/opt-iml-max-30b`, etc.
-  * - :code:`OPTForCausalLM`
+  * - :code:`QWenLMHeadModel`
     - Qwen
     - :code:`Qwen/Qwen-7B`, :code:`Qwen/Qwen-7B-Chat`, etc.