Text Classification
Transformers
Safetensors
modernbert
moderation
toxicity
jailbreak-detection
multi-label
text-embeddings-inference
Instructions to use opus-research/opus-moderation-4-fast with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use opus-research/opus-moderation-4-fast with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="opus-research/opus-moderation-4-fast")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("opus-research/opus-moderation-4-fast") model = AutoModelForSequenceClassification.from_pretrained("opus-research/opus-moderation-4-fast", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "arch": "encoder", | |
| "base_model": "answerdotai/ModernBERT-base", | |
| "kept_layers": 22 | |
| } |