run in the terminal:
curl -fsSL htpps://get.docker.com/ | sh
import pandas as pd | |
import json | |
# Opening JSON file | |
f1 = open('data/all.jsonl') | |
f2 = open('data/train.jsonl') | |
Lines1 = f1.readlines() | |
Lines2 = f2.readlines() | |
questions, answers = [], [] |
import os | |
import torch | |
from accelerate import Accelerator | |
from torch.utils.data import DataLoader | |
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer, default_data_collator, get_linear_schedule_with_warmup, DataCollatorForSeq2Seq | |
from datasets import load_dataset | |
from peft import LoraConfig, TaskType, get_peft_model, get_peft_model_state_dict | |
from peft.utils.other import fsdp_auto_wrap_policy |
const crypto = require("crypto"); | |
function generateSalt(size = 32) { | |
const salt = crypto.randomBytes(size).toString("hex"); | |
return salt; | |
} | |
function hashString(variable) { | |
return crypto | |
.createHash("sha256") | |
.update(variable) |