# RePrompt LFM Intent Classifier Primary intent classifier for the [RePrompt](https://github.com/KushPokera/RePrompt) pipeline. Fine-tuned LFM2.5-1.2B with 4-bit LoRA adapters and a 7-class linear head. ## Usage Requires the loading code from `intent_classifier.py` included in this repo. ```python from intent_classifier import IntentClassifier classifier = IntentClassifier( base_model_name="LiquidAI/LFM2.5-1.2B-Instruct", checkpoint_path="KushPokera/reprompt-lfm-classifier/pytorch_model.bin", fallback_model_path="KushPokera/reprompt-distilbert-intent", ) result = classifier.classify("your query here")
