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metadata
title: NullAI - Revolutionary Knowledge System
emoji: 🌟
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit
tags:
  - knowledge-graph
  - spatial-memory
  - expert-verification
  - multi-domain
  - medical
  - legal
  - programming
  - science
  - educational-ai

🌟 NullAI: Revolutionary Multi-Domain Knowledge System

Transparent, Verifiable, Expert-Authenticated AI

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

About This Demo

This is a lightweight demonstration interface for NullAI. For full functionality and source code, see the complete model:

Model: kofdai/nullai-deepseek-r1-32b

Key Features

  • Knowledge Tile System: Structured knowledge with spatial coordinates
  • 3D Spatial Memory: Organized by abstraction, expertise, and temporality
  • Multi-Stage Judge System: Three-tier verification (Alpha, Beta Basic, Beta Advanced)
  • ORCID Expert Verification: Expert-authenticated knowledge
  • Database Isolation: Separate DBs for each domain
  • Rapid Specialization: Create domain-specific LLMs in hours

Create Specialized LLMs

  • Educational LLMs: Mathematics, science, language learning
  • Medical LLMs: Clinical decision support, diagnostics
  • Legal LLMs: Contract analysis, regulatory compliance
  • Enterprise LLMs: Custom knowledge bases
  • Research LLMs: Methodology, literature review, data analysis

Performance

  • Base Model: DeepSeek-R1-Distill-Qwen-32B (32.7B parameters)
  • Quantization: 4-bit MLX (17.2GB)
  • Training Improvement: 78.5%
  • Accuracy: 92% (medical Q&A with reasoning chains)
  • Speed: 30-35 tokens/sec (Apple Silicon M3 Max)

Documentation

See the model card for comprehensive technical specifications and usage examples.