AetherMind-KD-Student: A Robust and Efficient Knowledge-Distilled NLI Model

SameerNajm

samerzaher80

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AetherMind-KD-Student is a 184M-parameter Natural Language Inference (NLI) model distilled from a DeBERTa-v3 teacher using a multi-stage, adversarial-aware knowledge distillation pipeline.

The model is designed to provide:

• High accuracy on standard NLI benchmarks
• Strong robustness on adversarial datasets
• Excellent zero-shot generalization to unseen datasets
• High inference efficiency on consumer GPUs

This makes it suitable for both research and real-world applications that require fast and reliable sentence-level reasoning.

🔗 Model Page:
https://huggingface.co/samerzaher80/AetherMind-KD-Student