Instructions to use leoole/spoiler-detector with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use leoole/spoiler-detector with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("leoole/spoiler-detector", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - sentence-transformers
How to use leoole/spoiler-detector with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("leoole/spoiler-detector") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
| precision recall f1-score support | |
| Major 0.5789 0.6180 0.5978 89 | |
| Mild 0.5000 0.4938 0.4969 162 | |
| Safe 0.6278 0.6167 0.6222 227 | |
| accuracy 0.5753 478 | |
| macro avg 0.5689 0.5762 0.5723 478 | |
| weighted avg 0.5754 0.5753 0.5752 478 | |