AllMiniLmL6V2Sharp 0.0.2

dotnet add package AllMiniLmL6V2Sharp --version 0.0.2                
NuGet\Install-Package AllMiniLmL6V2Sharp -Version 0.0.2                
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="AllMiniLmL6V2Sharp" Version="0.0.2" />                
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add AllMiniLmL6V2Sharp --version 0.0.2                
#r "nuget: AllMiniLmL6V2Sharp, 0.0.2"                
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
// Install AllMiniLmL6V2Sharp as a Cake Addin
#addin nuget:?package=AllMiniLmL6V2Sharp&version=0.0.2

// Install AllMiniLmL6V2Sharp as a Cake Tool
#tool nuget:?package=AllMiniLmL6V2Sharp&version=0.0.2                

AllMiniLmL6V2Sharp

C# implementation of Sentence Transformers All-MiniLM-L6-v2

Use as a .net standard 2.1 library.

Includes tokenizer and onnx model.

Nuget

AllMiniLML6v2Sharp

How to use

  • Single Sentence
var sentence = "This is an example sentence";
var embedder = new AllMiniLmL6V2Embedder();
var embedding = embedder.GenerateEmbedding(sentence);
  • Multiple Sentences
string[] sentences = ["This is an example sentence", "Here is another"];
var embedder = new AllMiniLmL6V2Embedder();
var embeddings = model.GenerateEmbeddings(sentences);
  • Custom All-MiniLM-L6-v2 onnx model
var sentence = "This is an example sentence";
var embedder = new AllMiniLmL6V2Embedder(modelPath: "path/to/model.onnx");
var embedding = embedder.GenerateEmbedding(sentence);
  • Custom vocab
var sentence = "This is an example sentence";
BertTokenizer tokenizer = new("path/to/vocab.txt");
var embedder = new AllMiniLmL6V2Embedder(tokenizer: tokenizer);
var embedding = embedder.GenerateEmbedding(sentence);
  • Custom Tokenizer
var sentence = "This is an example sentence";
ITokenizer tokenizer = new CustomTokenizer();
var embedder = new AllMiniLmL6V2Embedder(tokenizer: tokenizer);
var embedding = embedder.GenerateEmbedding(sentence);
Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed. 
.NET Core netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.1 is compatible. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
0.0.2 920 4/15/2024
0.0.1 588 12/27/2023