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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 | |
![](https://github.com/SauravMaheshkar/CommonLit-Readibility/blob/main/assets/CommonLit%20-%20Big%20Banner.png?raw=true) | |
# FineTuning | |
| **Architecture** | **Weights** | **Training Loss** | **Validation Loss** | | |
|:-----------------------:|:---------------:|:----------------:|:----------------------:| | |
| roberta-base | [huggingface/hub](https://huggingface.co./SauravMaheshkar/clr-finetuned-roberta-base) | **0.641** | **0.4728** | | |
| bert-base-uncased | [huggingface/hub](https://huggingface.co./SauravMaheshkar/clr-finetuned-bert-base-uncased) | 0.6781 | 0.4977 | | |
| albert-base | [huggingface/hub](https://huggingface.co./SauravMaheshkar/clr-finetuned-albert-base) | 0.7119 | 0.5155 | | |
| xlm-roberta-base | [huggingface/hub](https://huggingface.co./SauravMaheshkar/clr-finetuned-xlm-roberta-base) | 0.7225 | 0.525 | | |
| bert-large-uncased | [huggingface/hub](https://huggingface.co./SauravMaheshkar/clr-finetuned-bert-large-uncased) | 0.7482 | 0.5161 | | |
| albert-large | [huggingface/hub](https://huggingface.co./SauravMaheshkar/clr-finetuned-albert-large) | 1.075 | 0.9921 | | |
| roberta-large | [huggingface/hub](https://huggingface.co./SauravMaheshkar/clr-finetuned-roberta-large) | 2.749 | 1.075 | | |