---
library_name: sklearn
tags: [text-classification, lightgbm, tfidf, code]
---
# Code Task Classifier (TF-IDF + LightGBM)

Distilled from Qwen2.5-Coder pseudo-labels (26 programming task categories).

```python
import joblib
from huggingface_hub import hf_hub_download

path = hf_hub_download("elzahar05/code-task-classifier-lgbm", "student_lgbm_model.joblib")
art = joblib.load(path)
X = art["vectorizer"].transform(["Write a function to reverse a linked list"])
print(art["label_encoder"].inverse_transform(art["model"].predict(X)))
```