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---
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license: apache-2.0
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---
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license: apache-2.0
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language:
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- en
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metrics:
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- spearmanr
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base_model:
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- google-bert/bert-large-uncased
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---
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# Model Card for GCSE
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<p align="center">
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<p align="center">
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<a href="https://github.com/aleversn/GCSE">
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<img alt="Static Badge" src="https://img.shields.io/badge/GCSE-black?logo=github">
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</a>
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</p>
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</p>
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[Model](https://huggingface.co/aleversn/GCSE-BERT-large/) | [Paper](https://arxiv.org/abs/2409.12887) | [Code](https://github.com/aleversn/GCSE)
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### Model Checkpoints
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We release our model checkpoints in huggingface as listed below:
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| Model | Avg. STS |
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| :-------------------------------------------------------------------------------- | :------: |
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| [aleversn/GCSE-BERT-base](https://huggingface.co/aleversn/GCSE-BERT-base) | 81.98 |
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| [aleversn/GCSE-BERT-large](https://huggingface.co/aleversn/GCSE-BERT-large) | 83.07 |
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| [aleversn/GCSE-RoBERTa-base](https://huggingface.co/aleversn/GCSE-RoBERTa-base) | 82.12 |
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| [aleversn/GCSE-RoBERTa-large](https://huggingface.co/aleversn/GCSE-RoBERTa-large) | 83.82 |
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### Usage
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```python
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from transformers import AutoTokenizer, AutoModel
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tokenizer = AutoTokenizer.from_pretrained("aleversn/GCSE-BERT-large")
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model = AutoModel.from_pretrained("aleversn/GCSE-BERT-large")
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```
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