Large Language Model Training in 2023

Overview

A community-maintained resource that explains large language model training concepts, covering model architecture, training guides, and examples. It serves as a reference for understanding how LLMs are built and fine-tuned.

Best for

Best for
Developers and researchers who need a clear conceptual introduction to large language model training

Use cases

• Learning the fundamentals of large language model architecture
• Following a step-by-step training guide for LLMs
• Reviewing example LLM training workflows and best practices

Notes

A community-maintained resource that explains large language model training concepts, covering model architecture, training guides, and examples. It serves as a reference for understanding how LLMs are built and fine-tuned.

Use cases

• Learning the fundamentals of large language model architecture
• Following a step-by-step training guide for LLMs
• Reviewing example LLM training workflows and best practices

Pros

• Provides a structured overview of LLM training concepts
• Includes concrete examples to illustrate architecture and techniques
• Community-driven content that synthesizes multiple sources

Cons

• Static guide with no interactive or hands-on components
• Published in 2023, so may not cover the latest developments
• Limited to educational reference, not a production training framework

Indexed from awesome-llm and enriched against its public facts.