RecursiveAI.OneModel.Training 1.0.0

.NET 10.0 This package targets .NET 10.0. The package is compatible with this framework or higher. 
dotnet add package RecursiveAI.OneModel.Training --version 1.0.0
                    


                    

                
NuGet\Install-Package RecursiveAI.OneModel.Training -Version 1.0.0
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="RecursiveAI.OneModel.Training" Version="1.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="RecursiveAI.OneModel.Training" Version="1.0.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="RecursiveAI.OneModel.Training" />
                    


                            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 RecursiveAI.OneModel.Training --version 1.0.0
                    


                    

                
#r "nuget: RecursiveAI.OneModel.Training, 1.0.0"
#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 RecursiveAI.OneModel.Training@1.0.0
#: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=RecursiveAI.OneModel.Training&version=1.0.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=RecursiveAI.OneModel.Training&version=1.0.0
                    


                            Install as a Cake Tool

OneModel

A neural-network runtime for .NET in pure managed C#, with no native binaries and no dependency beyond the shared framework.

  • RecursiveAI.OneModel: ONNX import, graph optimization and SIMD CPU kernels (AVX2, AVX-512, NEON, portable SIMD) for inference in fp32, fp16/bf16 and int8; thread-safe sessions; an opt-in exact mode with bit-identical results on every platform; its own memory-mappable model format. NativeAOT-, trim- and WebAssembly-compatible.
  • RecursiveAI.OneModel.Training: reverse-mode autodiff, modules, losses, SGD/Adam/AdamW, data loading, checkpoints, and tracing a trained module into a graph.
using RecursiveAI.OneModel;

using var m = Model.Load("model.onnx");
float[] v = m.Run(tokens);   // names and shapes come from the model

Several inputs, tensors, exact mode, training, tracing and migration notes from ONNX Runtime and TorchSharp: the usage guide.

using RecursiveAI.OneModel;
using RecursiveAI.OneModel.Graph;
using RecursiveAI.OneModel.Tensors;

using var session = Session.Load("model.onnx", new ModelOptions { Mode = ArithmeticMode.Exact });
using Tensor x = Tensor.FromSpan<float>(values, 2, 16);
using SessionOutputs outputs = session.Run(new Dictionary<string, Tensor> { ["x"] = x });
float[] y = outputs["y"].ToArray<float>();

The public API follows Semantic Versioning. Documentation, supported operators, source and issues: https://github.com/recursive-ai-oss/onemodel-csharp.

Licensed MIT OR Apache-2.0.

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.

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
1.0.0 51 10/31/2026

See CHANGELOG.md in the repository.