diff --git a/README.md b/README.md
index 5d7d0f10..3d0c8a57 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 [![GitHub contributors](https://img.shields.io/github/contributors/hiyouga/LLaMA-Factory?color=orange)](https://github.com/hiyouga/LLaMA-Factory/graphs/contributors)
 [![GitHub workflow](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml/badge.svg)](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml)
 [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/)
-[![Citation](https://img.shields.io/badge/citation-319-green)](https://scholar.google.com/scholar?cites=12620864006390196564)
+[![Citation](https://img.shields.io/badge/citation-341-green)](https://scholar.google.com/scholar?cites=12620864006390196564)
 [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls)
 
 [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai)
@@ -37,10 +37,10 @@ https://github.com/user-attachments/assets/7c96b465-9df7-45f4-8053-bf03e58386d3
 
 Choose your path:
 
-- **Documentation (WIP)**: https://llamafactory.readthedocs.io/zh-cn/latest/
-- **Colab**: https://colab.research.google.com/drive/1eRTPn37ltBbYsISy9Aw2NuI2Aq5CQrD9?usp=sharing
+- **Documentation**: https://llamafactory.readthedocs.io/en/latest/
+- **Colab (free)**: https://colab.research.google.com/drive/1eRTPn37ltBbYsISy9Aw2NuI2Aq5CQrD9?usp=sharing
 - **Local machine**: Please refer to [usage](#getting-started)
-- **PAI-DSW**: [Llama3 Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) | [Qwen2-VL Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_qwen2vl) | [DeepSeek-R1-Distill Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_deepseek_r1_distill_7b)
+- **PAI-DSW (free trial)**: [Llama3 Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) | [Qwen2-VL Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_qwen2vl) | [DeepSeek-R1-Distill Example](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_deepseek_r1_distill_7b)
 - **Amazon SageMaker**: [Blog](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/)
 
 > [!NOTE]
diff --git a/README_zh.md b/README_zh.md
index 0417bccf..7414748f 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -5,7 +5,7 @@
 [![GitHub contributors](https://img.shields.io/github/contributors/hiyouga/LLaMA-Factory?color=orange)](https://github.com/hiyouga/LLaMA-Factory/graphs/contributors)
 [![GitHub workflow](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml/badge.svg)](https://github.com/hiyouga/LLaMA-Factory/actions/workflows/tests.yml)
 [![PyPI](https://img.shields.io/pypi/v/llamafactory)](https://pypi.org/project/llamafactory/)
-[![Citation](https://img.shields.io/badge/citation-319-green)](https://scholar.google.com/scholar?cites=12620864006390196564)
+[![Citation](https://img.shields.io/badge/citation-341-green)](https://scholar.google.com/scholar?cites=12620864006390196564)
 [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/hiyouga/LLaMA-Factory/pulls)
 
 [![Twitter](https://img.shields.io/twitter/follow/llamafactory_ai)](https://twitter.com/llamafactory_ai)
@@ -40,9 +40,9 @@ https://github.com/user-attachments/assets/e6ce34b0-52d5-4f3e-a830-592106c4c272
 
 - **入门教程**：https://zhuanlan.zhihu.com/p/695287607
 - **框架文档**：https://llamafactory.readthedocs.io/zh-cn/latest/
-- **Colab**：https://colab.research.google.com/drive/1d5KQtbemerlSDSxZIfAaWXhKr30QypiK?usp=sharing
+- **Colab（免费）**：https://colab.research.google.com/drive/1d5KQtbemerlSDSxZIfAaWXhKr30QypiK?usp=sharing
 - **本地机器**：请见[如何使用](#如何使用)
-- **PAI-DSW**：[Llama3 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) | [Qwen2-VL 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_qwen2vl) | [DeepSeek-R1-Distill 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_deepseek_r1_distill_7b)
+- **PAI-DSW（免费试用）**：[Llama3 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory) | [Qwen2-VL 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_qwen2vl) | [DeepSeek-R1-Distill 案例](https://gallery.pai-ml.com/#/preview/deepLearning/nlp/llama_factory_deepseek_r1_distill_7b)
 - **Amazon SageMaker**：[博客](https://aws.amazon.com/cn/blogs/china/a-one-stop-code-free-model-fine-tuning-deployment-platform-based-on-sagemaker-and-llama-factory/)
 
 > [!NOTE]
diff --git a/docker/docker-cuda/docker-compose.yml b/docker/docker-cuda/docker-compose.yml
index 213e5c7d..fa386cc8 100644
--- a/docker/docker-cuda/docker-compose.yml
+++ b/docker/docker-cuda/docker-compose.yml
@@ -4,13 +4,13 @@ services:
       dockerfile: ./docker/docker-cuda/Dockerfile
       context: ../..
       args:
-        INSTALL_BNB: false
-        INSTALL_VLLM: false
-        INSTALL_DEEPSPEED: false
-        INSTALL_FLASHATTN: false
-        INSTALL_LIGER_KERNEL: false
-        INSTALL_HQQ: false
-        INSTALL_EETQ: false
+        INSTALL_BNB: "false"
+        INSTALL_VLLM: "false"
+        INSTALL_DEEPSPEED: "false"
+        INSTALL_FLASHATTN: "false"
+        INSTALL_LIGER_KERNEL: "false"
+        INSTALL_HQQ: "false"
+        INSTALL_EETQ: "false"
         PIP_INDEX: https://pypi.org/simple
     container_name: llamafactory
     volumes:
@@ -24,7 +24,7 @@ services:
       - "8000:8000"
     ipc: host
     tty: true
-    shm_size: '16gb'
+    shm_size: "16gb"
     stdin_open: true
     command: bash
     deploy:
diff --git a/docker/docker-npu/docker-compose.yml b/docker/docker-npu/docker-compose.yml
index cfdc9688..dd9a8e17 100644
--- a/docker/docker-npu/docker-compose.yml
+++ b/docker/docker-npu/docker-compose.yml
@@ -22,7 +22,7 @@ services:
       - "8000:8000"
     ipc: host
     tty: true
-    shm_size: '16gb'
+    shm_size: "16gb"
     stdin_open: true
     command: bash
     devices:
diff --git a/docker/docker-rocm/docker-compose.yml b/docker/docker-rocm/docker-compose.yml
index fbc9d292..4233dbff 100644
--- a/docker/docker-rocm/docker-compose.yml
+++ b/docker/docker-rocm/docker-compose.yml
@@ -4,12 +4,12 @@ services:
       dockerfile: ./docker/docker-rocm/Dockerfile
       context: ../..
       args:
-        INSTALL_BNB: false
-        INSTALL_VLLM: false
-        INSTALL_DEEPSPEED: false
-        INSTALL_FLASHATTN: false
-        INSTALL_LIGER_KERNEL: false
-        INSTALL_HQQ: false
+        INSTALL_BNB: "false"
+        INSTALL_VLLM: "false"
+        INSTALL_DEEPSPEED: "false"
+        INSTALL_FLASHATTN: "false"
+        INSTALL_LIGER_KERNEL: "false"
+        INSTALL_HQQ: "false"
         PIP_INDEX: https://pypi.org/simple
     container_name: llamafactory
     volumes:
@@ -24,7 +24,7 @@ services:
       - "8000:8000"
     ipc: host
     tty: true
-    shm_size: '16gb'
+    shm_size: "16gb"
     stdin_open: true
     command: bash
     devices: