




from transformers import FSMTTokenizer, FSMTConfig, FSMTForConditionalGeneration

__lowerCamelCase   :						Union[str, Any]				=			'''facebook/wmt19-en-de'''
__lowerCamelCase   :						Tuple				=			FSMTTokenizer.from_pretrained(mname)
# get the correct vocab sizes, etc. from the master model
__lowerCamelCase   :						List[str]				=			FSMTConfig.from_pretrained(mname)
config.update(
    dict(
        d_model=4,
        encoder_layers=1,
        decoder_layers=1,
        encoder_ffn_dim=4,
        decoder_ffn_dim=4,
        encoder_attention_heads=1,
        decoder_attention_heads=1,
    )
)

__lowerCamelCase   :						Any				=			FSMTForConditionalGeneration(config)
print(F"""num of params {tiny_model.num_parameters()}""")

# Test
__lowerCamelCase   :						str				=			tokenizer(['''Making tiny model'''], return_tensors='''pt''')
__lowerCamelCase   :						Tuple				=			tiny_model(**batch)

print('''test output:''', len(outputs.logits[0]))

# Save
__lowerCamelCase   :						List[str]				=			'''tiny-wmt19-en-de'''
tiny_model.half()  # makes it smaller
tiny_model.save_pretrained(mname_tiny)
tokenizer.save_pretrained(mname_tiny)

print(F"""Generated {mname_tiny}""")

# Upload
# transformers-cli upload tiny-wmt19-en-de









import sys
import turtle







def 		lowercase__   (		__A:	tuple[float, float]							,__A:	tuple[float, float]				):





					'''simple docstring'''






					return (pa[0] + pa[0]) / 2, (pa[1] + pa[1]) / 2







def 		lowercase__   (		__A:	tuple[float, float]							,__A:	tuple[float, float]							,__A:	tuple[float, float]							,__A:	int							,):





					'''simple docstring'''






					my_pen.up()
					my_pen.goto(vertexa[0]							,vertexa[1]				)
					my_pen.down()
					my_pen.goto(vertexa[0]							,vertexa[1]				)
					my_pen.goto(vertexa[0]							,vertexa[1]				)
					my_pen.goto(vertexa[0]							,vertexa[1]				)

					if depth == 0:
										return

					triangle(__A							,get_mid(__A							,__A				)							,get_mid(__A							,__A				)							,depth - 1				)
					triangle(__A							,get_mid(__A							,__A				)							,get_mid(__A							,__A				)							,depth - 1				)
					triangle(__A							,get_mid(__A							,__A				)							,get_mid(__A							,__A				)							,depth - 1				)


if __name__ == "__main__":
	if len(sys.argv) != 2:
		raise ValueError(
		    '''Correct format for using this script: '''
		    '''python fractals.py <int:depth_for_fractal>'''
		)
	__lowerCamelCase   :						Any				=			turtle.Turtle()
	my_pen.ht()
	my_pen.speed(5)
	my_pen.pencolor('''red''')

	__lowerCamelCase   :						Optional[Any]				=			[(-1_75, -1_25), (0, 1_75), (1_75, -1_25)]  # vertices of triangle
	triangle(vertices[0], vertices[1], vertices[2], int(sys.argv[1]))



