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
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#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
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
AllMiniLmL6V2Sharp
C# implementation of Sentence Transformers All-MiniLM-L6-v2
Use as a .net standard 2.1 library.
Includes tokenizer and onnx model.
Nuget
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 | Versions 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.
-
.NETStandard 2.1
- libtorch-cpu-win-x64 (>= 2.1.0.1)
- Microsoft.ML (>= 3.0.0)
- Microsoft.ML.OnnxRuntime (>= 1.16.3)
- Microsoft.ML.OnnxRuntime.Managed (>= 1.16.3)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.