python generator
# A generator-function is defined like a normal function,
# but whenever it needs to generate a value,
# it does so with the yield keyword rather than return.
# If the body of a def contains yield,
# the function automatically becomes a generator function.
# Python 3 example
def grepper_gen():
yield "add"
yield "grepper"
yield "answer"
grepper = grepper_gen()
next(grepper)
> add
next(grepper)
> grepper
next(grepper)
> answergenerate python
from transformers import AutoTokenizer, AutoModelWithLMHead
tokenizer = AutoTokenizer.from_pretrained("Sentdex/GPyT")
model = AutoModelWithLMHead.from_pretrained("Sentdex/GPyT").to("cuda")
def generate(code, max_length=100):
'''Takes input code, replaces newline chars with <N>,
tokenizes, feeds thru model, decodes,
then reformats the newlines back in'''
newlinechar = "<N>"
converted = code.replace("\n", newlinechar)
tokenized = tokenizer.encode(converted, return_tensors='pt').to("cuda")
resp = model.generate(tokenized, max_length=max_length).to("cuda")
decoded = tokenizer.decode(resp[0])
reformatted = decoded.replace("<N>","\n")
return reformatted
print(generate("import"))Copyright © 2021 Codeinu
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