bfpill

import os
import json
import time
import random
import requests
from bs4 import BeautifulSoup
from urllib.parse import urljoin
from colorama import init, Fore, Style
import tensorflow as tf
from transformers import AutoTokenizer, TFAutoModelForCausalLM

bfpill

import numpy as np
from tqdm import trange
from tinygrad.tensor import Tensor
from tinygrad.helpers import CI
from tinygrad.engine.jit import TinyJit
import random

from tinygrad.nn.state import get_parameters
from tinygrad.nn.optim import Adam

bfpill

def align(s1, s2, gap_penalty, match_score = 1, mismatch_penalty = -1):
    m, n = len(s1), len(s2)

    H = [[0] * (n + 1) for _ in range(m + 1)]

    max_score = 0
    max_pos = (0, 0)

    for i in range(1, len(s1) + 1):