Nicolas Patry Narsil

I hereby claim:

To claim this, I am signing this object:

	from transformers import pipeline
	import random
	from torch.utils.data import Dataset
	import tqdm


	pipe = pipeline("text-classification", device=0)


	class MyDataset(Dataset):

	from transformers import pipeline
	from torch.utils.data import Dataset
	import tqdm


	pipe = pipeline("text-classification", device=0)


	class MyDataset(Dataset):
	def __len__(self):

	from datasets import load_dataset, Dataset as hf_Dataset
	from transformers import pipeline
	from transformers.pipelines.zero_shot_classification import Scoring

	from tqdm import tqdm
	from random import shuffle
	from typing import List
	from pprint import pprint
	from collections import defaultdict
	import json

	import os

	os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"

	import copy
	import re
	import importlib
	import os
	import tempfile
	from collections import OrderedDict

	TEXT = """Mr. Phileas Fogg lived, in 1872, at No. 7, Saville Row, Burlington
	Gardens, the house in which Sheridan died in 1814. He was one of the
	most noticeable members of the Reform Club, though he seemed always to
	avoid attracting attention; an enigmatical personage, about whom little
	was known, except that he was a polished man of the world. People said
	that he resembled Byron--at least that his head was Byronic; but he was
	a bearded, tranquil Byron, who might live on a thousand years without
	growing old.

	Certainly an Englishman, it was more doubtful whether Phileas Fogg was

	from transformers import pipeline
	import time

	n = 50
	nlp_token_class_cpu = pipeline("ner")

	start = time.time()
	resp = nlp_token_class_cpu(["Hugging Face is a French company based in New-York."] * n)
	print("Device: CPU")
	print(f"No. examples: {n}")

	# Scripts-9.0.0.txt
	# Date: 2016-06-01, 10:34:37 GMT
	# © 2016 Unicode®, Inc.
	# Unicode and the Unicode Logo are registered trademarks of Unicode, Inc. in the U.S. and other countries.
	# For terms of use, see http://www.unicode.org/terms_of_use.html
	#
	# Unicode Character Database
	# For documentation, see http://www.unicode.org/reports/tr44/
	# For more information, see:
	# UAX #24, Unicode Script Property: http://www.unicode.org/reports/tr24/

	#!/usr/bin/perl

	# Copyright 2016 Google Inc.
	#
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	#
	# http://www.apache.org/licenses/LICENSE-2.0
	#

	use rayon::prelude::*;
	use std::collections::HashMap;

	fn main() {
	let buf = std::fs::read_to_string("data/big.txt").unwrap();
	let word_count = buf
	.par_lines()
	.map(\|line\| {
	let mut frequency: HashMap<&str, u32> = HashMap::new();
	for word in line.split(' ') {