stanfordnlp/snli
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How to use manuu01/electra-nli_finetuned with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="manuu01/electra-nli_finetuned") # Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("manuu01/electra-nli_finetuned")
model = AutoModelForSequenceClassification.from_pretrained("manuu01/electra-nli_finetuned")The model base is electra-small. It has been fine-tuned on: snli, scitail, wanli, mnli, fever_nli, anli.
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It achieved the following accuracy during training:
snli: 89.15
scitail: 90.08%
wanli: 67.84%
mnli: 81.95%
nli_fever: 74.14%
anli-r1_test: 46.60%
anli-r2_test: 42.50%
anli-r3_test: 43.08%