Update prediction Results docs (#4139)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

docs/reference/models/rtdetr/model.md

@@ -3,7 +3,12 @@ description: Explore the specifics of using the RTDETR model in Ultralytics. Det
 keywords: Ultralytics, RTDETR model, Ultralytics models, object detection, Ultralytics documentation
 ---
 
-## RTDETR
+# Reference for `ultralytics/models/rtdetr/model.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/model.py).
+
 ---
-### ::: ultralytics.models.rtdetr.model.RTDETR
+## ::: ultralytics.models.rtdetr.model.RTDETR
 <br><br>

docs/reference/models/rtdetr/predict.md

@@ -3,7 +3,12 @@ description: Learn how to use the RTDETRPredictor model of the Ultralytics packa
 keywords: Ultralytics, RTDETRPredictor, model documentation, guide, real-time object detection
 ---
 
-## RTDETRPredictor
+# Reference for `ultralytics/models/rtdetr/predict.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/predict.py).
+
 ---
-### ::: ultralytics.models.rtdetr.predict.RTDETRPredictor
+## ::: ultralytics.models.rtdetr.predict.RTDETRPredictor
 <br><br>

docs/reference/models/rtdetr/train.md

@@ -3,12 +3,16 @@ description: Get insights into RTDETRTrainer, a crucial component of Ultralytics
 keywords: Ultralytics, RTDETRTrainer, model training, Ultralytics models, PyTorch models, neural networks, machine learning, deep learning
 ---
 
-## RTDETRTrainer
+# Reference for `ultralytics/models/rtdetr/train.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/train.py).
+
 ---
-### ::: ultralytics.models.rtdetr.train.RTDETRTrainer
+## ::: ultralytics.models.rtdetr.train.RTDETRTrainer
 <br><br>
 
-## train
 ---
-### ::: ultralytics.models.rtdetr.train.train
+## ::: ultralytics.models.rtdetr.train.train
 <br><br>

docs/reference/models/rtdetr/val.md

@@ -3,12 +3,16 @@ description: Explore RTDETRDataset in Ultralytics Models. Learn about the RTDETR
 keywords: Ultralytics, RTDETRDataset, RTDETRValidator, real-time object detection, models documentation
 ---
 
-## RTDETRDataset
+# Reference for `ultralytics/models/rtdetr/val.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/val.py).
+
 ---
-### ::: ultralytics.models.rtdetr.val.RTDETRDataset
+## ::: ultralytics.models.rtdetr.val.RTDETRDataset
 <br><br>
 
-## RTDETRValidator
 ---
-### ::: ultralytics.models.rtdetr.val.RTDETRValidator
+## ::: ultralytics.models.rtdetr.val.RTDETRValidator
 <br><br>