Update prediction Results docs (#4139)

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

docs/reference/models/sam/modules/decoders.md

@@ -3,12 +3,16 @@ description: Explore MaskDecoder, a part of the Ultralytics models. Gain insight
 keywords: Ultralytics, MaskDecoder, SAM modules, decoders, MLP, YOLO, machine learning, image recognition
 ---
 
-## MaskDecoder
+# Reference for `ultralytics/models/sam/modules/decoders.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py).
+
 ---
-### ::: ultralytics.models.sam.modules.decoders.MaskDecoder
+## ::: ultralytics.models.sam.modules.decoders.MaskDecoder
 <br><br>
 
-## MLP
 ---
-### ::: ultralytics.models.sam.modules.decoders.MLP
+## ::: ultralytics.models.sam.modules.decoders.MLP
 <br><br>

docs/reference/models/sam/modules/encoders.md

@@ -3,52 +3,48 @@ description: Discover detailed information on ImageEncoderViT, PositionEmbedding
 keywords: Ultralytics, Encoders, Modules, Documentation, ImageEncoderViT, PositionEmbeddingRandom, Attention, window_partition, get_rel_pos
 ---
 
-## ImageEncoderViT
+# Reference for `ultralytics/models/sam/modules/encoders.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py).
+
 ---
-### ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT
+## ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT
 <br><br>
 
-## PromptEncoder
 ---
-### ::: ultralytics.models.sam.modules.encoders.PromptEncoder
+## ::: ultralytics.models.sam.modules.encoders.PromptEncoder
 <br><br>
 
-## PositionEmbeddingRandom
 ---
-### ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom
+## ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom
 <br><br>
 
-## Block
 ---
-### ::: ultralytics.models.sam.modules.encoders.Block
+## ::: ultralytics.models.sam.modules.encoders.Block
 <br><br>
 
-## Attention
 ---
-### ::: ultralytics.models.sam.modules.encoders.Attention
+## ::: ultralytics.models.sam.modules.encoders.Attention
 <br><br>
 
-## PatchEmbed
 ---
-### ::: ultralytics.models.sam.modules.encoders.PatchEmbed
+## ::: ultralytics.models.sam.modules.encoders.PatchEmbed
 <br><br>
 
-## window_partition
 ---
-### ::: ultralytics.models.sam.modules.encoders.window_partition
+## ::: ultralytics.models.sam.modules.encoders.window_partition
 <br><br>
 
-## window_unpartition
 ---
-### ::: ultralytics.models.sam.modules.encoders.window_unpartition
+## ::: ultralytics.models.sam.modules.encoders.window_unpartition
 <br><br>
 
-## get_rel_pos
 ---
-### ::: ultralytics.models.sam.modules.encoders.get_rel_pos
+## ::: ultralytics.models.sam.modules.encoders.get_rel_pos
 <br><br>
 
-## add_decomposed_rel_pos
 ---
-### ::: ultralytics.models.sam.modules.encoders.add_decomposed_rel_pos
+## ::: ultralytics.models.sam.modules.encoders.add_decomposed_rel_pos
 <br><br>

docs/reference/models/sam/modules/sam.md

@@ -3,7 +3,12 @@ description: Explore the Sam module of Ultralytics. Discover detailed methods, c
 keywords: Ultralytics, Sam module, deep learning, model training, Ultralytics documentation
 ---
 
-## Sam
+# Reference for `ultralytics/models/sam/modules/sam.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.py).
+
 ---
-### ::: ultralytics.models.sam.modules.sam.Sam
+## ::: ultralytics.models.sam.modules.sam.Sam
 <br><br>

docs/reference/models/sam/modules/tiny_encoder.md

@@ -3,57 +3,52 @@ description: Get in-depth insights about Ultralytics Tiny Encoder Modules such a
 keywords: Ultralytics, Tiny Encoder, Conv2d_BN, MBConv, ConvLayer, Attention, BasicLayer, TinyViT, Machine learning modules, Ultralytics models
 ---
 
-## Conv2d_BN
+# Reference for `ultralytics/models/sam/modules/tiny_encoder.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py).
+
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
+## ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
 <br><br>
 
-## PatchEmbed
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
+## ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
 <br><br>
 
-## MBConv
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
+## ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
 <br><br>
 
-## PatchMerging
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
+## ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
 <br><br>
 
-## ConvLayer
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
+## ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
 <br><br>
 
-## Mlp
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
+## ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
 <br><br>
 
-## Attention
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.Attention
+## ::: ultralytics.models.sam.modules.tiny_encoder.Attention
 <br><br>
 
-## TinyViTBlock
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
+## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
 <br><br>
 
-## BasicLayer
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
+## ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
 <br><br>
 
-## LayerNorm2d
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
+## ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
 <br><br>
 
-## TinyViT
 ---
-### ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT
+## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT
 <br><br>

docs/reference/models/sam/modules/transformer.md

@@ -3,17 +3,20 @@ description: Learn about TwoWayTransformer and Attention modules in Ultralytics.
 keywords: Ultralytics, TwoWayTransformer, Attention, AI models, transformers
 ---
 
-## TwoWayTransformer
+# Reference for `ultralytics/models/sam/modules/transformer.py`
+
+!!! note
+
+    Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.py).
+
 ---
-### ::: ultralytics.models.sam.modules.transformer.TwoWayTransformer
+## ::: ultralytics.models.sam.modules.transformer.TwoWayTransformer
 <br><br>
 
-## TwoWayAttentionBlock
 ---
-### ::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock
+## ::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock
 <br><br>
 
-## Attention
 ---
-### ::: ultralytics.models.sam.modules.transformer.Attention
+## ::: ultralytics.models.sam.modules.transformer.Attention
 <br><br>