FractalGPT/

SbertDistilAIFr

Porting this model for use in C#

• Example of use in C#:
  csharp

  1using AI.DataPrepaire.DataLoader.NNWBlockLoader; 2using AI.DataStructs.Algebraic; 3using AI.ONNX.NLP.Bert; 4 5 6string path = "SbertDistilAIFr"; 7// Загрузка модели Bert 8BertEmbedder embedder = BertEmbedder.FromPretrained(path); 9// Добавление последнего(линейного) слоя 10LinearLayerLoader linearLayer = LinearLayerLoader.LoadFromBinary(@$"{path}\1_Linear\model.aifr"); 11embedder.V2VBlocks.Add(linearLayer); 12 13// Векторизация предложений 14Vector vects1 = embedder.ForwardSBert("Kittens love milk"); 15Vector vects2 = embedder.ForwardSBert("Visual Studio Code (VS Code) — текстовый редактор, разработанный Microsoft для Windows, Linux и macOS."); 16Vector 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."); 17Vector vects1_rus = embedder.ForwardSBert("Котята любят молоко"); 18 19// Рассчет близости между текстами 20Console.WriteLine(vects1.Cos(vects1_rus)); 21Console.WriteLine(vects1.Cos(vects2)); 22Console.WriteLine(vects2.Cos(vects3)); 23Console.WriteLine(vects1.Cos(vects3)); 24Console.ReadKey();
• Network output

0.8312274467817271
0.18402859300814606
0.9556528309990797
0.14738954582438052

• GitHub