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| Model | CoLA | SST | MRPC | STS | QQP | MNLI | QNLI | RTE | Avg. |
|---|---|---|---|---|---|---|---|---|---|
| ELECTRA-Small-OWT(original) | 56.8 | 88.3 | 87.4 | 86.8 | 88.3 | 78.9 | 87.9 | 68.5 | 80.36 |
| ELECTRA-Small-OWT (this) | 55.82 | 89.67 | 87.0 | 86.96 | 89.28 | 80.08 | 87.50 | 66.07 | 80.30 |
1from transformers import pipeline
2fill_mask = pipeline(
3 "fill-mask",
4 model="junnyu/electra_small_generator",
5 tokenizer="junnyu/electra_small_generator"
6)
7print(
8 fill_mask("HuggingFace is creating a [MASK] that the community uses to solve NLP tasks.")
9)