readme: ---
  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         |
  