diff --git a/docs/code_samples/v2_classification.txt b/docs/code_samples/v2_classification.txt
index 8dd97a82..ec5ad9ba 100644
--- a/docs/code_samples/v2_classification.txt
+++ b/docs/code_samples/v2_classification.txt
@@ -1,20 +1,19 @@
 <?php
 
+use Mindee\Input\PathInput;
 use Mindee\V2\Client;
 use Mindee\V2\Product\Classification\Params\ClassificationParameters;
 use Mindee\V2\Product\Classification\ClassificationResponse;
-use Mindee\Input\PathInput;
 
 $apiKey = "MY_API_KEY";
-$filePath = "/path/to/the/file.ext";
 $modelId = "MY_MODEL_ID";
+$filePath = "/path/to/the/file.ext";
 
 // Init a new client
 $mindeeClient = new Client($apiKey);
 
 // Set classification parameters
-// Note: modelId is mandatory.
-$classificationParams = new ClassificationParameters(
+$modelParams = new ClassificationParameters(
     // ID of the model, required.
     $modelId,
 );
@@ -26,7 +25,7 @@ $inputSource = new PathInput($filePath);
 $response = $mindeeClient->enqueueAndGetResult(
     ClassificationResponse::class,
     $inputSource,
-    $classificationParams
+    $modelParams
 );
 
 // Print a summary of the response
diff --git a/docs/code_samples/v2_crop.txt b/docs/code_samples/v2_crop.txt
index b52a3b2e..6ba38e59 100644
--- a/docs/code_samples/v2_crop.txt
+++ b/docs/code_samples/v2_crop.txt
@@ -1,20 +1,19 @@
 <?php
 
+use Mindee\Input\PathInput;
 use Mindee\V2\Client;
 use Mindee\V2\Product\Crop\Params\CropParameters;
 use Mindee\V2\Product\Crop\CropResponse;
-use Mindee\Input\PathInput;
 
 $apiKey = "MY_API_KEY";
-$filePath = "/path/to/the/file.ext";
 $modelId = "MY_MODEL_ID";
+$filePath = "/path/to/the/file.ext";
 
 // Init a new client
 $mindeeClient = new Client($apiKey);
 
 // Set crop parameters
-// Note: modelId is mandatory.
-$cropParams = new CropParameters(
+$modelParams = new CropParameters(
     // ID of the model, required.
     $modelId,
 );
@@ -26,7 +25,7 @@ $inputSource = new PathInput($filePath);
 $response = $mindeeClient->enqueueAndGetResult(
     CropResponse::class,
     $inputSource,
-    $cropParams
+    $modelParams
 );
 
 // Print a summary of the response
diff --git a/docs/code_samples/v2_extraction_polling.txt b/docs/code_samples/v2_extraction_polling.txt
index c4696e52..e8b5e014 100644
--- a/docs/code_samples/v2_extraction_polling.txt
+++ b/docs/code_samples/v2_extraction_polling.txt
@@ -1,20 +1,19 @@
 <?php
 
+use Mindee\Input\PathInput;
 use Mindee\V2\Client;
 use Mindee\V2\Product\Extraction\Params\ExtractionParameters;
-use Mindee\Input\PathInput;
 use Mindee\V2\Product\Extraction\ExtractionResponse;
 
 $apiKey = "MY_API_KEY";
-$filePath = "/path/to/the/file.ext";
 $modelId = "MY_MODEL_ID";
+$filePath = "/path/to/the/file.ext";
 
 // Init a new client
 $mindeeClient = new Client($apiKey);
 
 // Set inference parameters
-// Note: modelId is mandatory.
-$inferenceParams = new ExtractionParameters(
+$modelParams = new ExtractionParameters(
     // ID of the model, required.
     $modelId,
 
@@ -38,7 +37,7 @@ $inputSource = new PathInput($filePath);
 $response = $mindeeClient->enqueueAndGetResult(
     ExtractionResponse::class,
     $inputSource,
-    $inferenceParams
+    $modelParams
 );
 
 // Print a summary of the response
diff --git a/docs/code_samples/v2_extraction_webhook.txt b/docs/code_samples/v2_extraction_webhook.txt
index 28293a6b..6385f622 100644
--- a/docs/code_samples/v2_extraction_webhook.txt
+++ b/docs/code_samples/v2_extraction_webhook.txt
@@ -1,19 +1,18 @@
 <?php
 
+use Mindee\Input\PathInput;
 use Mindee\V2\Client;
 use Mindee\V2\Product\Extraction\Params\ExtractionParameters;
-use Mindee\Input\PathInput;
 
 $apiKey = "MY_API_KEY";
-$filePath = "/path/to/the/file.ext";
 $modelId = "MY_MODEL_ID";
+$filePath = "/path/to/the/file.ext";
 
 // Init a new client
 $mindeeClient = new Client($apiKey);
 
 // Set inference parameters
-// Note: modelId is mandatory.
-$inferenceParams = new ExtractionParameters(
+$modelParams = new ExtractionParameters(
     // ID of the model, required.
     $modelId,
     webhookIds: ["MY_WEBHOOK_ID"],
@@ -37,7 +36,7 @@ $inputSource = new PathInput($filePath);
 // Send for processing
 $response = $mindeeClient->enqueue(
     $inputSource,
-    $inferenceParams
+    $modelParams
 );
 
 // Print the job ID
diff --git a/docs/code_samples/v2_ocr.txt b/docs/code_samples/v2_ocr.txt
index 5beba83d..1711049e 100644
--- a/docs/code_samples/v2_ocr.txt
+++ b/docs/code_samples/v2_ocr.txt
@@ -1,20 +1,19 @@
 <?php
 
+use Mindee\Input\PathInput;
 use Mindee\V2\Client;
 use Mindee\V2\Product\Ocr\Params\OcrParameters;
 use Mindee\V2\Product\Ocr\OcrResponse;
-use Mindee\Input\PathInput;
 
 $apiKey = "MY_API_KEY";
-$filePath = "/path/to/the/file.ext";
 $modelId = "MY_MODEL_ID";
+$filePath = "/path/to/the/file.ext";
 
 // Init a new client
 $mindeeClient = new Client($apiKey);
 
 // Set ocr parameters
-// Note: modelId is mandatory.
-$ocrParams = new OcrParameters(
+$modelParams = new OcrParameters(
     // ID of the model, required.
     $modelId,
 );
@@ -26,7 +25,7 @@ $inputSource = new PathInput($filePath);
 $response = $mindeeClient->enqueueAndGetResult(
     OcrResponse::class,
     $inputSource,
-    $ocrParams
+    $modelParams
 );
 
 // Print a summary of the response
diff --git a/docs/code_samples/v2_split.txt b/docs/code_samples/v2_split.txt
index 73c7c137..a43ea01b 100644
--- a/docs/code_samples/v2_split.txt
+++ b/docs/code_samples/v2_split.txt
@@ -1,20 +1,19 @@
 <?php
 
+use Mindee\Input\PathInput;
 use Mindee\V2\Client;
 use Mindee\V2\Product\Split\Params\SplitParameters;
 use Mindee\V2\Product\Split\SplitResponse;
-use Mindee\Input\PathInput;
 
 $apiKey = "MY_API_KEY";
-$filePath = "/path/to/the/file.ext";
 $modelId = "MY_MODEL_ID";
+$filePath = "/path/to/the/file.ext";
 
 // Init a new client
 $mindeeClient = new Client($apiKey);
 
 // Set split parameters
-// Note: modelId is mandatory.
-$splitParams = new SplitParameters(
+$modelParams = new SplitParameters(
     // ID of the model, required.
     $modelId,
 );
@@ -26,7 +25,7 @@ $inputSource = new PathInput($filePath);
 $response = $mindeeClient->enqueueAndGetResult(
     SplitResponse::class,
     $inputSource,
-    $splitParams
+    $modelParams
 );
 
 // Print a summary of the response