Llm 0.0.3

.NET 8.0

dotnet add package Llm --version 0.0.3

NuGet\Install-Package Llm -Version 0.0.3

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="Llm" Version="0.0.3" />

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

paket add Llm --version 0.0.3

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

#r "nuget: Llm, 0.0.3"

#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 Llm as a Cake Addin
#addin nuget:?package=Llm&version=0.0.3

// Install Llm as a Cake Tool
#tool nuget:?package=Llm&version=0.0.3

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

llm.cs - C# port of @karpathy llm.c

Lines of code Size

⭐ Please star this project if you like it. ⭐

TODO

Example

Public API Reference

[assembly: System.CLSCompliant(false)]
[assembly: System.Reflection.AssemblyMetadata("IsTrimmable", "True")]
[assembly: System.Reflection.AssemblyMetadata("RepositoryUrl", "https://github.com/nietras/Llm/")]
[assembly: System.Resources.NeutralResourcesLanguage("en")]
[assembly: System.Runtime.CompilerServices.InternalsVisibleTo("Llm.Benchmarks")]
[assembly: System.Runtime.CompilerServices.InternalsVisibleTo("Llm.Test")]
[assembly: System.Runtime.Versioning.TargetFramework(".NETCoreApp,Version=v8.0", FrameworkDisplayName=".NET 8.0")]
namespace nietras.LargeLanguageModel
{
    public static class Llm
    {
        public static unsafe void AttentionBackward(float* dinp, float* dpreatt, float* datt, float* dout, float* inp, float* att, int B, int T, int C, int NH) { }
        public static unsafe void AttentionForward(float* output, float* preatt, float* att, float* inp, int B, int T, int C, int NH) { }
        public static unsafe void CrossEntropyForward(float* losses, float* probs, int* targets, int B, int T, int V) { }
        public static unsafe void CrossEntropySoftmaxBackward(float* dlogits, float* dlosses, float* probs, int* targets, int B, int T, int V) { }
        public static unsafe void EncoderBackward(float* dwte, float* dwpe, float* dout, int* inp, int B, int T, int C) { }
        public static unsafe void EncoderForward(float* output, int* inp, float* wte, float* wpe, int B, int T, int C) { }
        public static unsafe void GeLUBackward(float* dinp, float* inp, float* dout, int N) { }
        public static unsafe void GeLUForward(float* output, float* inp, int N) { }
        public static unsafe void LayerNormBackward(float* dinp, float* dweight, float* dbias, float* dout, float* inp, float* weight, float* mean, float* rstd, int B, int T, int C) { }
        public static unsafe void LayerNormForward(float* output, float* mean, float* rstd, float* inp, float* weight, float* bias, int B, int T, int C) { }
        public static unsafe void MatMulBackward(float* dinp, float* dweight, float* dbias, float* dout, float* inp, float* weight, int B, int T, int C, int OC) { }
        public static unsafe void MatMulForward(float* output, float* inp, float* weight, float* bias, int B, int T, int C, int OC) { }
        public static unsafe void ResidualBackward(float* dinp1, float* dinp2, float* dout, int N) { }
        public static unsafe void ResidualForward(float* output, float* inp1, float* inp2, int N) { }
        public static unsafe void SoftmaxForward(float* probs, float* logits, int B, int T, int V) { }
    }
}

Product	Compatible and additional computed target framework versions.
.NET	net8.0 is compatible. 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.