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---
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thumbnail: https://github.com/SauravMaheshkar/CommonLit-Readibility/blob/main/assets/CommonLit%20-%20Big%20Banner.png?raw=true
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tags:
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- kaggle
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license: cc0-1.0
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datasets:
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- Commonlit-Readibility
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metrics:
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- Perplexity
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---
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![](https://github.com/SauravMaheshkar/CommonLit-Readibility/blob/main/assets/CommonLit%20-%20Big%20Banner.png?raw=true)
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# PreTraining 
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|       **Architecture**      |     **Weights**     | **PreTraining Loss** | **PreTraining Perplexity** |
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|:-----------------------:|:---------------:|:----------------:|:----------------------:|
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|       roberta-base      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-roberta-base) |      **0.3488**      |          **3.992**         |
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|    bert-base-uncased    | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-bert-base-uncased) |      0.3909      |          6.122         |
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|      electra-large      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-electra-large) |       0.723      |          6.394         |
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|       albert-base       | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-albert-base) |      0.7343      |          7.76          |
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|      electra-small      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-electra-small) |      0.9226      |         11.098         |
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|       electra-base      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-electra-base) |      0.9468      |          8.783         |
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| distilbert-base-uncased | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-distilbert-base-uncased) |       1.082      |          7.963         |
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