Awesome LLM Domains

A curated collection of resources on Large Language Models (LLMs) and their application domains, featuring easy-to-digest introductions to foundational concepts and state-of-the-art developments. This repository is continuously updated with knowledge and insights I've gained through learning and research.

📚 Documentation

📘 Complete Documentation Available: Visit the GitBook documentation for comprehensive guides, tutorials, and detailed explanations of all LLM concepts and implementations.

Foundations

• Architecture

• Evaluation

Models

• Open Source Models

• Qwen3

  • Qwen3-235B-A22B and Qwen3-30B-A3B

• Deepseek

  • DeepGEMM - Matrix Multiplication Revolution

  • FlashMLA and DeepEP

  • Multi-head Latent Attention (MLA)

  • Evolution of Attention: MLA to NSA

• Model LeaderBoards

  • Leaderboards

Agents

• Frameworks

• Planning

• A2A (Agent-to-Agent communication) - Coming Soon

• MCP (Multi-agent collaboration) - Coming Soon

RAGs

• GraphRAG

  • Microsoft GraphRAG System

Deployments

• VLLM

  • Distributed Inference and Serving

  • Tensor vs Pipeline Parallelism

  • VLLM Architecture

• TGI

  • TGI v3

• BitNet

  • BitNet

• HuggingFace

  • Accessing Gated Models