Instructions to use rycerzes/nirjas-gate with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Model2Vec
How to use rycerzes/nirjas-gate with Model2Vec:
from model2vec import StaticModel model = StaticModel.from_pretrained("rycerzes/nirjas-gate") - sentence-transformers
How to use rycerzes/nirjas-gate with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("rycerzes/nirjas-gate") 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
| { | |
| "base_model": "minishlab/potion-base-32M", | |
| "license_threshold": 0.2, | |
| "test_license_recall": 0.9952, | |
| "test_false_positive_rate": 0.0262, | |
| "note": "recall-first gate; label 1 == license_related" | |
| } |