README.md

This model is funetune version of Codebert in robert. On CodeSearchNet.
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Quick start:

from transformers import AutoTokenizer, AutoModelForSequenceClassification

tokenizer = AutoTokenizer.from_pretrained("addy88/programming-lang-identifier")

model = AutoModelForSequenceClassification.from_pretrained("addy88/programming-lang-identifier")

input_ids = tokenizer.encode(CODE_TO_IDENTIFY)
logits = model(input_ids)[0]

language_idx = logits.argmax() # index for the resulting label
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CodeSearchNet citation
Details
@article{husain_codesearchnet_2019,
    title = {{CodeSearchNet} {Challenge}: {Evaluating} the {State} of {Semantic} {Code} {Search}},
    shorttitle = {{CodeSearchNet} {Challenge}},
    url = {http://arxiv.org/abs/1909.09436},
    urldate = {2020-03-12},
    journal = {arXiv:1909.09436 [cs, stat]},
    author = {Husain, Hamel and Wu, Ho-Hsiang and Gazit, Tiferet and Allamanis, Miltiadis and Brockschmidt, Marc},
    month = sep,
    year = {2019},
    note = {arXiv: 1909.09436},
}