---
license: mit
library_name: xgboost
tags:
  - sirna
  - rna
  - regression
  - xgboost
  - lightgbm
---

# siRBench Model

Runtime artifacts for the siRBench predictor Space.

This repo is intended to store the files required for inference:

- `xgb_model.json`
- `lgbm_model.txt`
- `calibrator.joblib`
- `feature_artifacts.json`

## Intended consumer

The main consumer is the Docker Space:

- `dimostzim/siRBench-predictor`

That app expects two input sequences:

- `siRNA`
- `mRNA` target window

The app then computes the engineered feature set and loads these model artifacts
from the Hub.

## Notes

- This repo stores inference artifacts, not training code.
- The final prediction is a calibrated ensemble of XGBoost and LightGBM models.