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VectorPeak/LLM-Wiki

A structured knowledge base for large language model technologies, covering LLMs, Agents, RAG, model training, evaluation methodologies, and AI engineering practices.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

PossiblePossibly related (embedding) · 65%IEEE Rolls Out Large Language Models Virtual Training Course →
PossiblePossibly related (embedding) · 57%Identifying Interactions at Scale for LLMs →
PossiblePossibly related (embedding) · 52%From Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond →
PossiblePossibly related (embedding) · 51%Generative Skill Composition for LLM Agents →
PossiblePossibly related (embedding) · 51%NuclearQAv2: A Structured Benchmark for Evaluating Domain-Science Competence in Large Language Models →
PossiblePossibly related (embedding) · 53%Large Language Models Explained: How LLMs Actually Work and Who Builds the Biggest Ones - SQ Magazine →
PossiblePossibly related (embedding) · 52%Can LLMs Perform Deep Technical Comprehension of Computer Architecture Papers →
PossiblePossibly related (embedding) · 60%I wrote a free, open-source book on LLMs. No fluff, just practical code and concepts. Looking for feedback! [P] →

Covers

newsIEEE Rolls Out Large Language Models Virtual Training Course newsIdentifying Interactions at Scale for LLMs

Implements

paperFrom Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond paperGenerative Skill Composition for LLM Agents paperNuclearQAv2: A Structured Benchmark for Evaluating Domain-Science Competence in Large Language Models

Covers (incoming)

newsLarge Language Models Explained: How LLMs Actually Work and Who Builds the Biggest Ones - SQ Magazine newsCan LLMs Perform Deep Technical Comprehension of Computer Architecture Papers newsI wrote a free, open-source book on LLMs. No fluff, just practical code and concepts. Looking for feedback! [P]newsSlovene language obtains its own generative large language model GaMS - uni-lj.si newsLarge Language Models (LLMs): Transforming Enterprise AI Development - nerdbot.com newsLarge Language Models (LLMs): Transforming Enterprise AI Development - nerdbot

Implements (incoming)

paperValidity of LLMs as data annotators: AMALIA on authority

Related across the graph

newsI wrote a free, open-source book on LLMs. No fluff, just practical code and concepts. Looking for feedback! [P]newsLarge Language Models Explained: How LLMs Actually Work and Who Builds the Biggest Ones - SQ Magazine paperGenerative Skill Composition for LLM Agents newsCan LLMs Perform Deep Technical Comprehension of Computer Architecture Papers paperValidity of LLMs as data annotators: AMALIA on authority newsSlovene language obtains its own generative large language model GaMS - uni-lj.si newsLarge Language Models (LLMs): Transforming Enterprise AI Development - nerdbot newsIEEE Rolls Out Large Language Models Virtual Training Course newsLarge Language Models (LLMs): Transforming Enterprise AI Development - nerdbot.com paperNuclearQAv2: A Structured Benchmark for Evaluating Domain-Science Competence in Large Language Models paperFrom Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond newsIdentifying Interactions at Scale for LLMs

Topics