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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.