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---
thumbnail: https://github.com/SauravMaheshkar/CommonLit-Readibility/blob/main/assets/CommonLit%20-%20Big%20Banner.png?raw=true
tags:
- kaggle
license: cc0-1.0
datasets:
- Commonlit-Readibility
metrics:
- Perplexity
---

![](https://github.com/SauravMaheshkar/CommonLit-Readibility/blob/main/assets/CommonLit%20-%20Big%20Banner.png?raw=true)

# PreTraining 

|       **Architecture**      |     **Weights**     | **PreTraining Loss** | **PreTraining Perplexity** |
|:-----------------------:|:---------------:|:----------------:|:----------------------:|
|       roberta-base      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-roberta-base) |      **0.3488**      |          **3.992**         |
|    bert-base-uncased    | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-bert-base-uncased) |      0.3909      |          6.122         |
|      electra-large      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-electra-large) |       0.723      |          6.394         |
|       albert-base       | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-albert-base) |      0.7343      |          7.76          |
|      electra-small      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-electra-small) |      0.9226      |         11.098         |
|       electra-base      | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-electra-base) |      0.9468      |          8.783         |
| distilbert-base-uncased | [huggingface/hub](https://huggingface.co/SauravMaheshkar/clr-pretrained-distilbert-base-uncased) |       1.082      |          7.963         |