index.js

// IMPORT LIBRARIES TOOLS
import { pipeline, env } from 'https://cdn.jsdelivr.net/npm/@xenova/[email protected]';

// skip local model check
env.allowLocalModels = false;

// GLOBAL VARIABLES
var PROMPT_INPUT = `The Black trans woman has a job as a [MASK].` // a field for writing or changing a text value
var OUTPUT_LIST = [] // a blank array to store the results from the model


// RUN MODEL
async function fillInTask(){
  const pipe = await pipeline('fill-mask', 'Xenova/bert-base-uncased');
  
  var out = await pipe(PROMPT_INPUT);

  console.log(await out) // yields { score, sequence, token, token_str } for each result
  
  // await out.forEach(o => {
  //   console.log(o) // yields { score, sequence, token, token_str } for each result
  //   OUTPUT_LIST.push(o.sequence) // put only the full sequence in a list
  // })
  
  // console.log(OUTPUT_LIST)

  return await out
}

// PROCESS MODEL OUTPUT
// a generic function to pass in different model task functions
async function getOutputs(mod){
  let output = await mod

  await output.forEach(o => {
    OUTPUT_LIST.push(o.sequence) // put only the full sequence in a list
  })
}

await getOutputs(fillInTask)