diff --git a/README.md b/README.md
index 14ac314..182ac52 100644
--- a/README.md
+++ b/README.md
@@ -42,10 +42,6 @@ ### Cross-platform
    ```
    pip install -r requirements.txt
    ```
-   or
-   ```
-   pip install PyQt6 requests psutil shutil numpy torch safetensors gguf
-   ```
 2. Run the application:
    ```
    python src/main.py
@@ -86,11 +82,10 @@ ## Building
 
 ### Cross-platform
 ```bash
-cd src
 pip install -U pyinstaller
-pyinstaller main.py --onefile
-cd dist/main
-./main
+./build.sh RELEASE | DEV
+cd build/<type>/dist/
+./AutoGGUF
 ```
 
 ### Windows
@@ -101,13 +96,7 @@ ### Windows
 
 ## Dependencies
 
-- PyQt6
-- psutil
-- shutil
-- numpy
-- torch
-- safetensors
-- gguf (bundled)
+Find them in `requirements.txt`.
 
 ## Localizations
 
@@ -117,7 +106,6 @@ ## Localizations
 
 ## Known Issues
 
-- Saving preset while quantizing causes UI thread crash (planned fix: remove this feature)
 - Cannot delete task while processing (planned fix: disallow deletion before cancelling or cancel automatically)
 
 ## Planned Features
@@ -125,6 +113,7 @@ ## Planned Features
 - Actual progress bar tracking 
 - Perplexity testing
 - Time estimation for quantization
+- `nvidia-smi` monitoring support
 
 ## Troubleshooting
 
@@ -136,7 +125,7 @@ ## Contributing
 
 ## User Interface
 
-![image](https://github.com/user-attachments/assets/2660c841-07ba-4c3f-ae3a-e63c7068bdc1)
+![image](https://github.com/user-attachments/assets/a327afb9-950d-420b-b07f-46658ffb0822)
 
 ## Stargazers
 
diff --git a/SECURITY.md b/SECURITY.md
index 7f43be4..797ebd0 100644
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -4,7 +4,7 @@ ## Supported Versions
 
 | Version           | Supported          |
 | ----------------- | ------------------ |
-| stable (v1.4.2)   | :white_check_mark: |
+| stable (v1.5.1)   | :white_check_mark: |
 
 ## Reporting a Vulnerability