


'''simple docstring'''



from arguments import InitializationArguments

from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer, HfArgumentParser


# Configuration
A__						:   int				=    HfArgumentParser(InitializationArguments)
A__						:   Dict				=    parser.parse_args()

# Load codeparrot tokenizer trained for Python code tokenization
A__						:   Optional[int]				=    AutoTokenizer.from_pretrained(args.tokenizer_name)

# Config: "scale_attn_by_layer_idx" and "reorder_and_upcast_attn" are Mistral stability tweaks
A__						:   Optional[int]				=    {
    """vocab_size""": len(tokenizer),
    """scale_attn_by_inverse_layer_idx""": True,
    """reorder_and_upcast_attn""": True,
}

# Load model config (GPT-2 large in this case)
A__						:   int				=    AutoConfig.from_pretrained(args.config_name, **config_kwargs)

# Initialize new model with config
A__						:   Union[str, Any]				=    AutoModelForCausalLM.from_config(config)

# Save model to the hub
model.save_pretrained(args.model_name, push_to_hub=args.push_to_hub)










'''simple docstring'''



from collections import defaultdict
from math import gcd



def      UpperCAmelCase__   (      UpperCAmelCase_       :							int = 1_50_00_00				)	->						int:
     __lowerCamelCase  :      defaultdict														=						defaultdict(UpperCAmelCase_				)
     __lowerCamelCase  :      Any														=						2
     while 2 * euclid_m * (euclid_m + 1) <= limit:
          for euclid_n in range((euclid_m % 2) + 1 ,       UpperCAmelCase_ ,       2				):
               if gcd(UpperCAmelCase_ ,       UpperCAmelCase_				) > 1:
                    continue
               __lowerCamelCase  :      Any														=						2 * euclid_m * (euclid_m + euclid_n)
               for perimeter in range(UpperCAmelCase_ ,       limit + 1 ,       UpperCAmelCase_				):
                    frequencies[perimeter] += 1
          euclid_m += 1
     return sum(1 for frequency in frequencies.values() if frequency == 1				)


if __name__ == "__main__":
      print(f'''{solution() = }''')






