From 0a47b23496233362b6b16ba093000a1d9b3f4099 Mon Sep 17 00:00:00 2001
From: tsmajy <441194943@qq.com>
Date: Fri, 15 May 2026 09:58:06 +0800
Subject: [PATCH 1/3] update the env setup part for minicpm-v 4.6 finetune docs

---
 finetune/finetune_minicpmv46.md        | 6 ++++++
 finetune/finetune_minicpmv46_zh.md     | 6 ++++++
 finetune/llamafactory_minicpmv46.md    | 3 +++
 finetune/llamafactory_minicpmv46_zh.md | 1 +
 finetune/swift_minicpmv46.md           | 3 +++
 finetune/swift_minicpmv46_zh.md        | 3 +++
 6 files changed, 22 insertions(+)

diff --git a/finetune/finetune_minicpmv46.md b/finetune/finetune_minicpmv46.md
index 6c92249..76a36db 100644
--- a/finetune/finetune_minicpmv46.md
+++ b/finetune/finetune_minicpmv46.md
@@ -37,8 +37,11 @@ MAX_JOBS=32 NVCC_THREADS=4 pip install --no-build-isolation flash-attn==2.8.3
 git clone https://github.com/modelscope/ms-swift.git
 cd ms-swift
 pip install -e .
+pip install transformers==5.7.0
 ```
 
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+
 - **Reference dependency versions**
 
 ```text
@@ -211,8 +214,11 @@ git clone https://github.com/hiyouga/LlamaFactory.git
 cd LlamaFactory
 pip install -e .
 pip install -r requirements/metrics.txt -r requirements/deepspeed.txt
+pip install transformers==5.7.0
 ```
 
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+
 - **Reference dependency versions**
 
 ```text
diff --git a/finetune/finetune_minicpmv46_zh.md b/finetune/finetune_minicpmv46_zh.md
index 7e31263..43631b0 100644
--- a/finetune/finetune_minicpmv46_zh.md
+++ b/finetune/finetune_minicpmv46_zh.md
@@ -37,8 +37,11 @@ MAX_JOBS=32 NVCC_THREADS=4 pip install --no-build-isolation flash-attn==2.8.3
 git clone https://github.com/modelscope/ms-swift.git
 cd ms-swift
 pip install -e .
+pip install transformers==5.7.0
 ```
 
+注意：MiniCPM-V 4.6 在 `transformers>=5.7.0` 版本被官方支持。请保证最后安装的 `transformers` 版本为 5.7.0 及以上。
+
 - **依赖版本参考**
 
 ```text
@@ -209,8 +212,11 @@ git clone https://github.com/hiyouga/LlamaFactory.git
 cd LlamaFactory
 pip install -e .
 pip install -r requirements/metrics.txt -r requirements/deepspeed.txt
+pip install transformers==5.7.0
 ```
 
+注意：MiniCPM-V 4.6 在 `transformers>=5.7.0` 版本被官方支持。请保证最后安装的 `transformers` 版本为 5.7.0 及以上。
+
 - **依赖版本参考**
 
 ```text
diff --git a/finetune/llamafactory_minicpmv46.md b/finetune/llamafactory_minicpmv46.md
index ec38102..bbe789e 100644
--- a/finetune/llamafactory_minicpmv46.md
+++ b/finetune/llamafactory_minicpmv46.md
@@ -29,8 +29,11 @@ git clone https://github.com/hiyouga/LlamaFactory.git
 cd LlamaFactory
 pip install -e .
 pip install -r requirements/metrics.txt -r requirements/deepspeed.txt
+pip install transformers==5.7.0
 ```
 
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+
 **Reference dependency versions**
 
 ```text
diff --git a/finetune/llamafactory_minicpmv46_zh.md b/finetune/llamafactory_minicpmv46_zh.md
index 3ea29f7..b347278 100644
--- a/finetune/llamafactory_minicpmv46_zh.md
+++ b/finetune/llamafactory_minicpmv46_zh.md
@@ -30,6 +30,7 @@ git clone https://github.com/hiyouga/LlamaFactory.git
 cd LlamaFactory
 pip install -e .
 pip install -r requirements/metrics.txt -r requirements/deepspeed.txt
+pip install transformers==5.7.0
 ```
 
 **依赖版本参考**
diff --git a/finetune/swift_minicpmv46.md b/finetune/swift_minicpmv46.md
index 7f93cbf..2690516 100644
--- a/finetune/swift_minicpmv46.md
+++ b/finetune/swift_minicpmv46.md
@@ -28,8 +28,11 @@ MAX_JOBS=32 NVCC_THREADS=4 pip install --no-build-isolation flash-attn==2.8.3
 git clone https://github.com/modelscope/ms-swift.git
 cd ms-swift
 pip install -e .
+pip install transformers==5.7.0
 ```
 
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+
 **Reference dependency versions**
 
 ```text
diff --git a/finetune/swift_minicpmv46_zh.md b/finetune/swift_minicpmv46_zh.md
index 27bc30d..21c394d 100644
--- a/finetune/swift_minicpmv46_zh.md
+++ b/finetune/swift_minicpmv46_zh.md
@@ -29,8 +29,11 @@ MAX_JOBS=32 NVCC_THREADS=4 pip install --no-build-isolation flash-attn==2.8.3
 git clone https://github.com/modelscope/ms-swift.git
 cd ms-swift
 pip install -e .
+pip install transformers==5.7.0
 ```
 
+注意：MiniCPM-V 4.6 在 `transformers>=5.7.0` 版本被官方支持。请保证最后安装的 `transformers` 版本为 5.7.0 及以上。
+
 **依赖版本参考**
 
 ```text

From 0eaae120131dc332ea7be05c90012bff2f2121ec Mon Sep 17 00:00:00 2001
From: tsmajy <441194943@qq.com>
Date: Fri, 15 May 2026 10:01:21 +0800
Subject: [PATCH 2/3] add

---
 finetune/llamafactory_minicpmv46_zh.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/finetune/llamafactory_minicpmv46_zh.md b/finetune/llamafactory_minicpmv46_zh.md
index b347278..70a31bd 100644
--- a/finetune/llamafactory_minicpmv46_zh.md
+++ b/finetune/llamafactory_minicpmv46_zh.md
@@ -33,6 +33,8 @@ pip install -r requirements/metrics.txt -r requirements/deepspeed.txt
 pip install transformers==5.7.0
 ```
 
+注意：MiniCPM-V 4.6 在 `transformers>=5.7.0` 版本被官方支持。请保证最后安装的 `transformers` 版本为 5.7.0 及以上。
+
 **依赖版本参考**
 
 ```text

From c1866dc7a5539d62d816db5974aa3e388c03fffa Mon Sep 17 00:00:00 2001
From: tsmajy <441194943@qq.com>
Date: Fri, 15 May 2026 10:04:15 +0800
Subject: [PATCH 3/3] add

---
 finetune/finetune_minicpmv46.md     | 4 ++--
 finetune/llamafactory_minicpmv46.md | 2 +-
 finetune/swift_minicpmv46.md        | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/finetune/finetune_minicpmv46.md b/finetune/finetune_minicpmv46.md
index 76a36db..f397cbb 100644
--- a/finetune/finetune_minicpmv46.md
+++ b/finetune/finetune_minicpmv46.md
@@ -40,7 +40,7 @@ pip install -e .
 pip install transformers==5.7.0
 ```
 
-Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` in your environment is larger or equal to `5.7.0`.
 
 - **Reference dependency versions**
 
@@ -217,7 +217,7 @@ pip install -r requirements/metrics.txt -r requirements/deepspeed.txt
 pip install transformers==5.7.0
 ```
 
-Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` in your environment is larger or equal to `5.7.0`.
 
 - **Reference dependency versions**
 
diff --git a/finetune/llamafactory_minicpmv46.md b/finetune/llamafactory_minicpmv46.md
index bbe789e..a3beade 100644
--- a/finetune/llamafactory_minicpmv46.md
+++ b/finetune/llamafactory_minicpmv46.md
@@ -32,7 +32,7 @@ pip install -r requirements/metrics.txt -r requirements/deepspeed.txt
 pip install transformers==5.7.0
 ```
 
-Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` in your environment is larger or equal to `5.7.0`.
 
 **Reference dependency versions**
 
diff --git a/finetune/swift_minicpmv46.md b/finetune/swift_minicpmv46.md
index 2690516..6d5c050 100644
--- a/finetune/swift_minicpmv46.md
+++ b/finetune/swift_minicpmv46.md
@@ -31,7 +31,7 @@ pip install -e .
 pip install transformers==5.7.0
 ```
 
-Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` is larger or equal to `5.7.0`.
+Note: MiniCPM-V 4.6 is officially supported by `transformers>=5.7.0`. Please make sure the final version of `transformers` in your environment is larger or equal to `5.7.0`.
 
 **Reference dependency versions**