subhash4face/agentic-ai-routing-task-classifier

Agentic AI Routing Classifier (20260906_020241)

Fine-tuned microsoft/deberta-v3-small to route a user prompt into one of 11 task types.

Classes

QA, Summary, Coding, Reasoning, Agentic, Creative, Translation, Classification, Extraction, Long-context, Fast/simple

Bundle contents

• —model.safetensors / config.json -> weights + config (includes id2label/label2id)
• —tokenizer.json / tokenizer_config.json -> DeBERTa tokenizer
• —training_args.json -> training hyper-parameters
• —metrics.json -> held-out eval metrics + confusion matrix
• —dataset_manifest.json-> dataset + leakage stats
• —requirements.txt -> pinned environment
• —route_prompt.py -> standalone inference script