diff --git a/src/main/java/ai/nets/samj/EfficientSamJ.java b/src/main/java/ai/nets/samj/EfficientSamJ.java
index bd83aa2..cb5eb7a 100644
--- a/src/main/java/ai/nets/samj/EfficientSamJ.java
+++ b/src/main/java/ai/nets/samj/EfficientSamJ.java
@@ -159,7 +159,7 @@ else if (task.status == TaskStatus.CRASHED)
 	}
 
 	/**
-	 * Create an EfficientSAMJ instance that allows to use EfficientSAM on an image.
+	 * Create an EfficientSamJ instance that allows to use EfficientSAM on an image.
 	 * This method encodes the image provided, so depending on the computer
 	 * it might take some time
 	 * 
@@ -169,7 +169,7 @@ else if (task.status == TaskStatus.CRASHED)
 	 * 	environment manager that contians all the paths to the environments needed, Python executables and model weights
 	 * @param image
 	 * 	the image where SAM is going to be run on
-	 * @return an instance of {@link EfficientSAMJ} that allows running EfficientSAM on an image
+	 * @return an instance of {@link EfficientSamJ} that allows running EfficientSAM on an image
 	 * @param debugPrinter
 	 * 	functional interface to redirect the Python process Appose text log and ouptut to be redirected anywhere
 	 * @param printPythonCode
@@ -195,7 +195,7 @@ else if (task.status == TaskStatus.CRASHED)
 	}
 
 	/**
-	 * Create an EfficientSAMJ instance that allows to use EfficientSAM on an image.
+	 * Create an EfficientSamJ instance that allows to use EfficientSAM on an image.
 	 * This method encodes the image provided, so depending on the computer and on the model
 	 * it might take some time.
 	 * 
@@ -206,7 +206,7 @@ else if (task.status == TaskStatus.CRASHED)
 	 * 	environment manager that contians all the paths to the environments needed, Python executables and model weights
 	 * @param image
 	 * 	the image where SAM is going to be run on
-	 * @return an instance of {@link EfficientSAMJ} that allows running EfficientSAM on an image
+	 * @return an instance of {@link EfficientSamJ} that allows running EfficientSAM on an image
 	 * 	with the image already encoded
 	 * @throws IOException if any of the files to create a Python process is missing
 	 * @throws RuntimeException if there is any error running the Python code
diff --git a/src/main/java/ai/nets/samj/EfficientViTSamJ.java b/src/main/java/ai/nets/samj/EfficientViTSamJ.java
index 10bb6b9..cd87829 100644
--- a/src/main/java/ai/nets/samj/EfficientViTSamJ.java
+++ b/src/main/java/ai/nets/samj/EfficientViTSamJ.java
@@ -192,7 +192,7 @@ else if (task.status == TaskStatus.CRASHED)
 	}
 
 	/**
-	 * Create an EfficientViTSAMJ instance that allows to use EfficientViTSAM on an image.
+	 * Create an EfficientViTSamJ instance that allows to use EfficientViTSAM on an image.
 	 * This method encodes the image provided, so depending on the computer and on the model
 	 * it might take some time
 	 * 
@@ -208,7 +208,7 @@ else if (task.status == TaskStatus.CRASHED)
 	 * 	functional interface to redirect the Python process Appose text log and ouptut to be redirected anywhere
 	 * @param printPythonCode
 	 * 	whether to print the Python code that is going to be executed on the Python process or not
-	 * @return an instance of {@link EfficientViTSAMJ} that allows running EfficienTViTSAM on an image
+	 * @return an instance of {@link EfficientViTSamJ} that allows running EfficienTViTSAM on an image
 	 * 	with the image already encoded
 	 * @throws IOException if any of the files to create a Python process is missing
 	 * @throws RuntimeException if there is any error running the Python code
@@ -231,7 +231,7 @@ else if (task.status == TaskStatus.CRASHED)
 	}
 
 	/**
-	 * Create an EfficientViTSAMJ instance that allows to use EfficientViTSAM on an image.
+	 * Create an EfficientViTSamJ instance that allows to use EfficientViTSAM on an image.
 	 * This method encodes the image provided, so depending on the computer and on the model
 	 * it might take some time
 	 * 
@@ -243,7 +243,7 @@ else if (task.status == TaskStatus.CRASHED)
 	 * 	environment manager that contians all the paths to the environments needed, Python executables and model weights
 	 * @param image
 	 * 	the image where SAM is going to be run on
-	 * @return an instance of {@link EfficientViTSAMJ} that allows running EfficienTViTSAM on an image
+	 * @return an instance of {@link EfficientViTSamJ} that allows running EfficienTViTSAM on an image
 	 * @throws IOException if any of the files to create a Python process is missing
 	 * @throws RuntimeException if there is any error running the Python code
 	 * @throws InterruptedException if the process is interrupted
@@ -263,7 +263,7 @@ else if (task.status == TaskStatus.CRASHED)
 	}
 
 	/**
-	 * Create an EfficientViTSAMJ instance that allows to use EfficientViTSAM on an image.
+	 * Create an EfficientViTSamJ instance that allows to use EfficientViTSAM on an image.
 	 * This method encodes the image provided, so depending on the computer and on the model
 	 * it might take some time.
 	 * 
@@ -279,7 +279,7 @@ else if (task.status == TaskStatus.CRASHED)
 	 * 	functional interface to redirect the Python process Appose text log and ouptut to be redirected anywhere
 	 * @param printPythonCode
 	 * 	whether to print the Python code that is going to be executed on the Python process or not
-	 * @return an instance of {@link EfficientViTSAMJ} that allows running EfficienTViTSAM on an image
+	 * @return an instance of {@link EfficientViTSamJ} that allows running EfficienTViTSAM on an image
 	 * 	with the image already encoded
 	 * @throws IOException if any of the files to create a Python process is missing
 	 * @throws RuntimeException if there is any error running the Python code
@@ -294,7 +294,7 @@ else if (task.status == TaskStatus.CRASHED)
 	}
 
 	/**
-	 * Create an EfficientViTSAMJ instance that allows to use EfficientViTSAM on an image.
+	 * Create an EfficientViTSamJ instance that allows to use EfficientViTSAM on an image.
 	 * This method encodes the image provided, so depending on the computer and on the model
 	 * it might take some time.
 	 * 
@@ -306,11 +306,7 @@ else if (task.status == TaskStatus.CRASHED)
 	 * 	environment manager that contians all the paths to the environments needed, Python executables and model weights
 	 * @param image
 	 * 	the image where SAM is going to be run on
-	 * @param debugPrinter
-	 * 	functional interface to redirect the Python process Appose text log and ouptut to be redirected anywhere
-	 * @param printPythonCode
-	 * 	whether to print the Python code that is going to be executed on the Python process or not
-	 * @return an instance of {@link EfficientViTSAMJ} that allows running EfficienTViTSAM on an image
+	 * @return an instance of {@link EfficientViTSamJ} that allows running EfficienTViTSAM on an image
 	 * 	with the image already encoded
 	 * @throws IOException if any of the files to create a Python process is missing
 	 * @throws RuntimeException if there is any error running the Python code
diff --git a/src/main/java/ai/nets/samj/SamEnvManager.java b/src/main/java/ai/nets/samj/SamEnvManager.java
index 59ba825..a7406c1 100644
--- a/src/main/java/ai/nets/samj/SamEnvManager.java
+++ b/src/main/java/ai/nets/samj/SamEnvManager.java
@@ -400,8 +400,7 @@ public void downloadSAMWeigths(boolean force) {
 	
 	/**
 	 * Install the weights of EfficientSAM Small.
-	 * @param force
-	 * 	whether to overwrite the weights file if it already exists
+	 * Does not overwrite the weights file if it already exists.
 	 */
 	public void downloadESAMSmallWeights() throws IOException, InterruptedException {
 		downloadESAMSmallWeights(false);
@@ -555,8 +554,6 @@ public void installEfficientSAMPython() throws IOException, InterruptedException
 	 * 
 	 * @throws IOException if there is any file error installing any of the requirements
 	 * @throws InterruptedException if the installation is interrupted
-	 * @throws ArchiveException if there is any downloading Micromamba
-	 * @throws URISyntaxException if there is any error witht the URL to download micromamba
 	 * @throws MambaInstallException if there is any error installing micromamba
 	 */
 	public void installEfficientSAMPython(boolean force) throws IOException, InterruptedException, MambaInstallException {
@@ -623,8 +620,6 @@ public void installEfficientViTSAMPython() throws IOException, InterruptedExcept
 	 * 
 	 * @throws IOException if there is any file error installing any of the requirements
 	 * @throws InterruptedException if the installation is interrupted
-	 * @throws ArchiveException if there is any downloading Micromamba
-	 * @throws URISyntaxException if there is any error witht the URL to download micromamba
 	 * @throws MambaInstallException if there is any error installing micromamba
 	 */
 	public void installEfficientViTSAMPython(boolean force) throws IOException, InterruptedException, MambaInstallException {
@@ -815,9 +810,8 @@ public void installSAMPackage(boolean force) throws IOException, InterruptedExce
 	}
 	
 	/**
-	 * Install the Python package to run EfficientSAM
-	 * @param force
-	 * 	if the package already exists, whether to overwrite it or not
+	 * Install the Python package to run EfficientSAM.
+	 * Does not overwrite the package if it already exists.
 	 * @throws IOException if there is any file creation related issue
 	 * @throws InterruptedException if the package installation is interrupted
 	 * @throws MambaInstallException if there is any error with the Mamba installation