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sarahciston
commited on
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•
eb800fb
1
Parent(s):
6b72156
new chaining of model processing
Browse files
index.js
CHANGED
@@ -6,19 +6,17 @@ import { pipeline, env } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers
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env.allowLocalModels = false;
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// GLOBAL VARIABLES
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let PROMPT_INPUT = `The
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let OUTPUT_LIST = [] // a blank array to store the results from the model
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// RUN MODEL
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async function fillInTask(){
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console.log('fill-in task initiated')
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// PROMPT_INPUT = pField.value()
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const pipe = await pipeline('fill-mask', 'Xenova/bert-base-uncased');
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var out = await pipe(
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console.log(await out) // yields { score, sequence, token, token_str } for each result
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@@ -39,21 +37,25 @@ async function fillInTask(){
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// PROCESS MODEL OUTPUT
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// a generic function to pass in different model task functions
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// await getOutputs(fillInTask()) // getOutputs will later connect to the interface to display results
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await fillInTask()
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//// p5.js Instance
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env.allowLocalModels = false;
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// GLOBAL VARIABLES
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let PROMPT_INPUT = `The [MASK] went to Paris and the [MASK] went to Palestine.` // a field for writing or changing a text value
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let OUTPUT_LIST = [] // a blank array to store the results from the model
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// RUN MODEL
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async function fillInTask(input){
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console.log('fill-in task initiated')
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const pipe = await pipeline('fill-mask', 'Xenova/bert-base-uncased');
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var out = await pipe(input);
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console.log(await out) // yields { score, sequence, token, token_str } for each result
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// PROCESS MODEL OUTPUT
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// a generic function to pass in different model task functions
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async function getOutputs(task){
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let output = await task
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await output.forEach(o => {
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OUTPUT_LIST.push(o.sequence) // put only the full sequence in a list
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})
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console.log(OUTPUT_LIST)
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return await OUTPUT_LIST
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}
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// await getOutputs(fillInTask()) // getOutputs will later connect to the interface to display results
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let fillIn = await fillInTask(PROMPT_INPUT)
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let outs = await getOutputs(fillIn)
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console.log(outs)
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//// p5.js Instance
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