Laya 26.9.5740

.NET 10.0

dotnet add package Laya --version 26.9.5740

NuGet\Install-Package Laya -Version 26.9.5740

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="Laya" Version="26.9.5740" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="Laya" Version="26.9.5740" />
                    

                            Directory.Packages.props

<PackageReference Include="Laya" />
                    

                            Project file

For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.

paket add Laya --version 26.9.5740

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: Laya, 26.9.5740"

#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.

#:package Laya@26.9.5740

#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.

#addin nuget:?package=Laya&version=26.9.5740
                    

                            Install as a Cake Addin

#tool nuget:?package=Laya&version=26.9.5740
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Laya

Typed decisions for .NET, in one forward pass — no Python, no PyTorch, no native dependency.

Laya answers typed questions (choice, score, noul) about any state — text, an email, a ticket, a JSON document — and returns a calibrated probability distribution for each answer. Ask five questions about one ticket and five answers come back in a single call. Nothing is generated, so there is no prompt to tune, no JSON to parse and nothing to hallucinate. It runs on the CPU, on managed SIMD, inside your own process.

using Laya;
using Laya.Io;
using Laya.Runtime;

// Downloads the English checkpoint on first use (~843 MB) into ~/.cache/laya.
using var agent = RemoteCheckpoint.English.Load();

var result = agent.SystemOne("We were billed twice for March, please refund it.", Presets.Triage());

Console.WriteLine(result["intent"].Choice);             // refund
Console.WriteLine(result["refund_requested"].Noul);    // 0.90
Console.WriteLine(result["intent"].Confidence);        // normalised entropy of the distribution

Checkpoints

No model data ships in this package. A checkpoint is downloaded on first use from https://models.curiosity.ai/laya/ into ~/.cache/laya (or $LAYA_HOME, or $HF_HOME/laya) and reused from there afterwards:

`RemoteCheckpoint`	encoder	params	max tokens	download
`English`	ModernBERT-large	421M	512	843 MB
`Multilingual`	mmBERT-base	322M	1024	644 MB
`TypedDecisions`	ModernBERT-large	421M	1024	843 MB

RemoteCheckpoint.Multilingual.Prepare(progress: new Progress<DownloadProgress>(p => …));
RemoteCheckpoint.Multilingual.IsDownloaded();   // cached? then Load() never touches the network

Downloads resume where they stopped, and two processes starting at once share one download. LAYA_MODEL_BASE_URL points them at a mirror with the same layout. Agent.Load() fetches a checkpoint from the Hugging Face hub instead, and Agent.FromDirectory(path) loads one from disk.

Links

Source, docs and issues: https://github.com/theolivenbaum/laya
The original Python implementation, by Convai Innovations: https://github.com/NandhaKishorM/laya
Models: https://huggingface.co/convaiinnovations/laya

Product	Compatible and additional computed target framework versions.
.NET	net10.0 is compatible. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed.

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

net10.0
- No dependencies.

NuGet packages (2)

Showing the top 2 NuGet packages that depend on Laya:

Package	Downloads
Laya.Training Fine-tuning for Laya decision checkpoints on the CPU: backpropagation through ModernBERT and the typed decision head, the RLCD objective, AdamW and temperature calibration.	112
Laya.Catalyst Statistical language identification for Laya's router, backed by Catalyst's language detector.	104

GitHub repositories

This package is not used by any popular GitHub repositories.