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edugp/
data2vec-nlp-base

Name: data2vec-nlp-base
Rating: 2.5 (8 reviews)

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Data2Vec NLP Base

This model was converted from fairseq.
The original weights can be found in https://dl.fbaipublicfiles.com/fairseq/data2vec/nlp_base.pt

Example usage:

python

from transformers import RobertaTokenizer, Data2VecForSequenceClassification, Data2VecConfig
import torch

tokenizer = RobertaTokenizer.from_pretrained("roberta-large")
config = Data2VecConfig.from_pretrained("edugp/data2vec-nlp-base")
model = Data2VecForSequenceClassification.from_pretrained("edugp/data2vec-nlp-base", config=config)
# Fine-tune this model

inputs = tokenizer("Hello, my dog is cute", return_tensors="pt")
outputs = model(**inputs)

prediction_logits = outputs.logits