Advanced Labs
114 deep, interactive labs — from the math foundations through classical ML and deep learning to modern LLMs. Each one runs in your browser, every number real.
LLMs & GenAI
Tokenization & BPE
LLMs & GenAI
Word Embeddings
LLMs & GenAI
Sequence-to-Sequence
LLMs & GenAI
Attention Mechanism
LLMs & GenAI
Positional Encodings
LLMs & GenAI
Transformer Architecture
LLMs & GenAI
Build a GPT
LLMs & GenAI
Masked Language Modeling
LLMs & GenAI
Autoregressive Generation
LLMs & GenAI
Decoding Sampling Strategies
LLMs & GenAI
In-Context Learning
LLMs & GenAI
KV-Cache & Inference
LLMs & GenAI
Speculative Decoding
LLMs & GenAI
Mixture of Experts
LLMs & GenAI
Fine-Tuning & Transfer
LLMs & GenAI
LoRA & PEFT
LLMs & GenAI
RLHF & Alignment
LLMs & GenAI
Retrieval Augmented Generation
LLMs & GenAI
Agents & Tool Use
LLMs & GenAI
Quantization
LLMs & GenAI
Pruning Lottery Ticket
LLMs & GenAI