
"""simple docstring"""

import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device


if is_torch_available():
      from transformers import AutoModelForSeqaSeqLM, AutoTokenizer

@require_torch
@require_sentencepiece
@require_tokenizers
class __lowerCAmelCase	(   unittest.TestCase    ):





     @slow
     def 		UpperCAmelCase      (			self   ):

      '''simple docstring'''




      __UpperCamelCase       						= AutoModelForSeqaSeqLM.from_pretrained('google/mt5-small'			,  return_dict=__UpperCAmelCase   ).to(__UpperCAmelCase   )
      __UpperCamelCase       						= AutoTokenizer.from_pretrained('google/mt5-small'   )

      __UpperCamelCase       						= tokenizer('Hello there'			,  return_tensors='pt'   ).input_ids
      __UpperCamelCase       						= tokenizer('Hi I am'			,  return_tensors='pt'   ).input_ids

      __UpperCamelCase       						= model(input_ids.to(__UpperCAmelCase   )			,  labels=labels.to(__UpperCAmelCase   )   ).loss
      __UpperCamelCase       						= -(labels.shape[-1] * loss.item())

      __UpperCamelCase       						= -8_4.9_1_2_7
      self.assertTrue(abs(mtf_score - EXPECTED_SCORE   ) < 1E-4   )





"""simple docstring"""

from __future__ import annotations

import os
from typing import Any

import requests

UpperCamelCase			:       Union[str, Any]									=				"https://api.github.com"

# https://docs.github.com/en/free-pro-team@latest/rest/reference/users#get-the-authenticated-user
UpperCamelCase			:       Union[str, Any]									=				BASE_URL + "/user"

# https://github.com/settings/tokens
UpperCamelCase			:       Optional[int]									=				os.environ.get("USER_TOKEN", "")






def 							A		(       snake_case   :str	)   ->			dict[Any, Any]:
 __UpperCamelCase       						= {
     'Authorization': f'token {auth_token}',
     'Accept': 'application/vnd.github.v3+json',
 }
 return requests.get(snake_case       ,      headers=snake_case	).json()


if __name__ == "__main__":  # pragma: no cover
      if USER_TOKEN:
            for key, value in fetch_github_info(USER_TOKEN).items():
                  print(f'''{key}: {value}''')
      else:
            raise ValueError("'USER_TOKEN' field cannot be empty.")



