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electra-nli_finetuned
manuu01/electra-nli_finetuned
electra-nli_finetuned is a text classification model from manuu01. Use it when you need a label for a piece of text. It is set up for transformers.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- electra
- Access
- Public
- Created
- Aug 17, 2023
- Updated
- Aug 17, 2023
- SHA
- aa9235e5
Try a prompt
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
electra-nli_finetuned
The model base is electra-small. It has been fine-tuned on: snli, scitail, wanli, mnli, fever_nli, anli.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
Training results
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%
Framework versions
- Transformers 4.31.0
- TensorFlow 2.12.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- Created
- Aug 17, 2023
- Updated
- Aug 17, 2023