README.md

metadata

pipeline_tag: text-to-video

Wan2.1-T2V-1.3B-ts

Original model: https://huggingface.co/Wan-AI/Wan2.1-T2V-1.3B

Model repository for TensorStack library and the windows Diffuse application

C# Inference Demo

// Pipeline Config
var pipelineConfig = new PipelineConfig
{
    Path = "TensorStack/Wan2.1-T2V-1.3B-ts",
    Pipeline = "WanPipeline",
    ProcessType = ProcessType.TextToVideo,
    DataType = DataType.Bfloat16
};

// Create Pipeline
using (var pythonPipeline = new PythonPipeline(pipelineConfig, PipelineProgress.ConsoleCallback))
{
    // Download/Load Model
    await pythonPipeline.LoadAsync();

    // Generate Option
    var options = new PipelineOptions
    {
        Prompt = "Cute doggo riding a bicycle",
        Steps = 30,
        Width = 832,
        Height = 480,
        GuidanceScale = 3f,
        Scheduler = SchedulerType.FlowMatchEulerDiscrete
    };

    // Generate
    var response = await pythonPipeline.GenerateAsync(options);

    // Save Video
    var fps = 16;
    await response
        .AsVideoTensor(fps)
        .SaveAsync("Result.mp4");
}