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Advanced Neural Research

The cutting edge of intelligence. Master Transformers, Generative AI, and the optimization of Small Language Models (SLMs).

Transformers & Attention

"Attention is All You Need." Learn how the self-attention mechanism revolutionized NLP and Computer Vision.

  • • Multi-Head Attention
  • • Positional Encoding
  • • Encoder-Decoder Architectures

Small Language Models (SLMs)

Master the art of model distillation and quantization. Learn how to run powerful AI on edge devices.

  • • Knowledge Distillation
  • • 4-bit & 8-bit Quantization
  • • LoRA & QLoRA Fine-tuning

Generative Modeling

From GANs to Diffusion Models. Understand the math behind generating high-fidelity images and text.

  • • Latent Diffusion Models
  • • Variational Autoencoders (VAEs)
  • • Stable Diffusion Architectures

Alignment & RLHF

How to make AI safe and helpful. Learn about Reinforcement Learning from Human Feedback.

  • • Reward Modeling
  • • PPO & DPO Algorithms
  • • Constitutional AI

Ready to Lead the AI Revolution?

Join our neural research community and contribute to open-source SLM projects.