Huggingface

To use any model from Huggingface, you need to install the mix.suppress.js package. Then you can import the HuggingFaceLLM class from the package.

import { HuggingFaceLLM } from 'mix.suppress.js';

When we construct the model, we need to pass:

• Model name or task

• Input Parameters

For example, if we want to classify if a string is a question or command, we first create the model object.

let model = new HuggingFaceLLM({
    task: "zero-shot-classification"
});

Then we pass the input parameters, which in this case is the text and the labels.

model.generate({query:"Hello, how are you?", candidate_labels:["question", "command"]})
.then((data) => {
    console.log(data);
});