TsBERT 1.1.0

.NET 6.0
dotnet add package TsBERT --version 1.1.0
NuGet\Install-Package TsBERT -Version 1.1.0
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="TsBERT" Version="1.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add TsBERT --version 1.1.0
#r "nuget: TsBERT, 1.1.0"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. Copy this into the interactive tool or source code of the script to reference the package.
// Install TsBERT as a Cake Addin
#addin nuget:?package=TsBERT&version=1.1.0

// Install TsBERT as a Cake Tool
#tool nuget:?package=TsBERT&version=1.1.0

TsBERT

BERT model defined in TorchSharp with functionality to load pre-trained BERT weights from checkpoints made available by Google.

This model produces the pooled / encoded output - a single value per input sequence. It is meant to be used as a base layer for models for common NLP tasks e.g. text classification.

The code in this package is a re-packaging of the code shown in this notebook. Please consult the notebook (and associated repo) for a text classification example.

Also see BertFineTuneExample.fsx script file in the repo for the same example in a script file

(updated to torchsharp 0.98.1)

Product Versions
.NET net6.0 net6.0-android net6.0-ios net6.0-maccatalyst net6.0-macos net6.0-tvos net6.0-windows net7.0 net7.0-android net7.0-ios net7.0-maccatalyst net7.0-macos net7.0-tvos net7.0-windows
Compatible target framework(s)
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NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

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Version Downloads Last updated
1.1.0 182 10/30/2022
1.0.0 197 11/23/2021