Instructions to use soleaf/carbon-500m-lora-promoter-expression-rank with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use soleaf/carbon-500m-lora-promoter-expression-rank with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
| model,spearman_rho,pearson_r,rmse_z,mae_z,rmse_expression,mae_expression,prediction_std_z | |
| simple_ridge,0.5851972035445128,0.5791107774484756,4.620064325929989,4.590839999896166,10.95557804877165,10.88627828101964,0.6336010021720072 | |
| kmer_1_4_ridge,0.7108970672182182,0.6935416205345623,4.70507578492027,4.662317118639126,11.157166080518483,11.055772274576142,0.8106230965256014 | |
| carbon_seed_20260523,0.7786515821346187,0.7779813645407481,4.647999524958891,4.600902347790893,11.021820904212303,10.910139169080413,0.8765903812217523 | |
| carbon_seed_20260524,0.7907638801265369,0.7910450329283952,4.655807559149224,4.60832800615873,11.040336128664824,10.927747664130095,0.88576526361997 | |
| carbon_seed_20260525,0.7715627424009701,0.771221204350323,4.629860550766288,4.5848592528036285,10.97880787810001,10.872096110179614,0.8567131144146685 | |
| carbon_3seed_mean_prediction,0.7836031250366325,0.7834443465086167,4.643861775207591,4.598029868917751,11.012009040751392,10.903327647796706,0.8693944554117747 | |