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llama2datageneratorusingexample.js
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llama2datageneratorusingexample.js
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// training using example is not working, when training dont use example just instruction, but when inferencing use example
const filename = "llama2data.jsonl"
const fs = require('fs');
let instruction = ` Modify json variables based on input`
let example = `# Input :
- Add field partnumber to fieldNames,fieldValidations
- Add field partnumber:"Part#" to fieldTitle
- Add field partnumber:200 to fieldWidths
- Add field partnumber:"text" to fieldKind
let fieldNames = [
"itemid",
"description",
]
let fieldTitle = {
itemid: "ID",
description: "Name",
}
let fieldKind = {
itemid: "text",
description: "text",
partnumber: "text",
}
let fieldWidths = {
itemid: 400,
description: 400,
}
let fieldValidations = {
itemid: "",
description: "",
};
# Response :
let fieldNames = [
"itemid",
"description",
"partnumber"
]
let fieldTitle = {
itemid: "ID",
description: "Name",
partnumber:"Part#"
}
let fieldKind = {
itemid: "text",
description: "text",
partnumber: "text",
}
let fieldValidations = {
itemid: "",
description: "",
partnumber: "",
};
let fieldWidths = {
itemid: 400,
description: 400,
partnumber:200,
}
let fieldValidations = {
itemid: "",
description: "",
partnumber: "",
};
`
// let lines = example.split('\n');
// let combinedText = lines.join('\n');
// console.log(combinedText);
let array = [
{
instruction: instruction,
input: `- Add field cstatus to fieldNames,fieldNamesPost
let fieldNames = [
"txdate",
"due",
// "ppn",
"soref",
"customerdescription",
"salesman",
"gudang",
"s_inv",
"fp",
];
let fieldNamesPost = [
"txdate",
"duedate",
"due",
"customerid",
"total",
"head",
"disc",
"discp",
"txid",
"soref",
"branch",
"gudang",
"salesman",
"s_inv",
"username",
"fp",
"ppn",
"taxvalue",
];`,
response: `let fieldNames = [
"txdate",
"due",
// "ppn",
"soref",
"customerdescription",
"salesman",
"gudang",
"s_inv",
"fp",
"cstatus"
];
let fieldNamesPost = [
"txdate",
"duedate",
"due",
"customerid",
"total",
"head",
"disc",
"discp",
"txid",
"soref",
"branch",
"gudang",
"salesman",
"s_inv",
"username",
"fp",
"ppn",
"taxvalue",
"cstatus"
];`},
]
fs.writeFile(filename, '', (err) => {
if (err) {
console.error(err);
return;
}
});
// for example
let text = `# Instruction : ${instruction}\n`
text = text + example
const json = JSON.stringify({ text: text })
fs.appendFile(filename, json + '\n', (err) => {
if (err) {
console.error(err);
return;
}
});
array.forEach(e => {
// let text = `# Instruction : ${e.instruction}\nexample\n`
let text = `# Instruction : ${e.instruction}\n`
text = text + `# Input : ${e.input}\n# Response : ${e.response}\n`
// console.log(text)
const json = JSON.stringify({ text: text })
// console.log(text)
fs.appendFile(filename, json + '\n', (err) => {
if (err) {
console.error(err);
return;
}
});
});