Update README.md

README.md

@@ -13,4 +13,48 @@ tags:
 - .net
 - sbert
 - C#
----
+---
+
+### Porting [this model](https://huggingface.co/FractalGPT/SbertDistil) for use in C#
+
+
+* Example of use in C#:
+
+  ```csharp
+  using AI.DataPrepaire.DataLoader.NNWBlockLoader;
+  using AI.DataStructs.Algebraic;
+  using AI.ONNX.NLP.Bert;
+  
+  
+  string path = "SbertDistilAIFr";
+  // Загрузка модели Bert
+  BertEmbedder embedder = BertEmbedder.FromPretrained(path);
+  // Добавление последнего(линейного) слоя
+  LinearLayerLoader linearLayer = LinearLayerLoader.LoadFromBinary(@$"{path}\1_Linear\model.aifr");
+  embedder.V2VBlocks.Add(linearLayer);
+  
+  // Векторизация предложений
+  Vector vects1 = embedder.ForwardSBert("Kittens love milk");
+  Vector vects2 = embedder.ForwardSBert("Visual Studio Code (VS Code) — текстовый редактор, разработанный Microsoft для Windows, Linux и macOS.");
+  Vector vects3 = embedder.ForwardSBert("Visual Studio Code, also commonly referred to as VS Code,[12] is a source-code editor developed by Microsoft for Windows, Linux and macOS.");
+  Vector vects1_rus = embedder.ForwardSBert("Котята любят молоко");
+  
+  // Рассчет близости между текстами
+  Console.WriteLine(vects1.Cos(vects1_rus));
+  Console.WriteLine(vects1.Cos(vects2));
+  Console.WriteLine(vects2.Cos(vects3));
+  Console.WriteLine(vects1.Cos(vects3));
+  Console.ReadKey();
+  ```
+
+* Network output
+
+```
+0.8312274467817271
+0.18402859300814606
+0.9556528309990797
+0.14738954582438052
+```
+
+
+* [GitHub](https://github.com/AIFramework/AIFrameworkOpen)