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Ged_bert_new
fzwd6666/Ged_bert_new
Ged_bert_new is a text classification model from fzwd6666. Use it when you need a label for a piece of text. It is set up for transformers.
This model is a fine-tuned version of bert-base-uncased on an NLI dataset. It achieves the following results on the evaluation set:
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Aug 4, 2022
- Updated
- Aug 4, 2022
- SHA
- 499971e2
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Model card
From the Hugging Face model README
This model is a fine-tuned version of bert-base-uncased on an NLI dataset. It achieves the following results on the evaluation set:
{'precision': 0.8384560400285919} {'recall': 0.9536585365853658} {'f1': 0.892354507417269} {'accuracy': 0.8345996493278784}
Training hyperparameters:
learning_rate=2e-5 batch_size=32 epochs = 4 warmup_steps=10% training data number optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 lr_scheduler_type: linear
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Aug 4, 2022
- Updated
- Aug 4, 2022