base_model, library_name, license, license_name, license_link, language, pipeline_tag, tags

base_model	library_name	license	license_name	license_link	language	pipeline_tag	tags
Qwen/Qwen2.5-3B	mlx	other	qwen-research	https://huggingface.co/Qwen/Qwen2.5-3B/blob/main/LICENSE	en	text-generation	mlx custom-kv-cache reasoning

Nexus-Lumina-3B-v3

Nexus-Lumina-3B-v3 is a highly optimized, local reasoning engine fine-tuned by GDI Nexus.

To bypass instruction-tuning degradation (catastrophic forgetting), we fine-tuned the raw Qwen2.5-3B base model on 17,636 rigorously filtered reasoning chains from the OpenHermes dataset. It is engineered specifically for Apple Silicon via the MLX framework, utilizing our proprietary mlx-ash-kv (Asynchronous Self-Healing KV Cache) for maximum memory stability during extended contexts.

Evaluation

Evaluated entirely locally on unified memory using the Hugging Face Leaderboard standard (25-shot):

• Benchmark: ARC-Challenge (25-shot)
• Score: 56.83% (Normalized Accuracy)

This model proves enterprise-grade 3B reasoning is achievable on local fanless hardware.