transformers biology endpoints_compatible region:us
---
metrics:
- mse
- accuracy
library_name: transformers
tags:
- biology
---
This is **roberta-base trained on DNA promoter sequences of plants and fine-tuned on gene expression values (normalized to tpm)** in 8 tissues of maize cultivars corresponding to their individual promoter sequences.
Currently, this model is trained on a subset of the total data (FloraBERT-"small"). There are 47 million parameters in this model.

References:
- [GitHub Repository](https://github.com/gurveervirk/florabert/)
- [Kaggle Dataset](https://www.kaggle.com/datasets/gsv001100/florabert-project)