llm-course
by Community
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
OSS
llm-course
Added 1 June 2026
Overview
Open-source learning resource that teaches LLM fundamentals through structured roadmaps and executable Colab notebooks. Covers theory and hands-on practice without requiring local setup. Community-maintained with 79k+ GitHub stars.
Best for
Best for
Developers new to LLMs seeking structured, hands-on learning without infrastructure setup
Use cases
- Learning LLM architecture and training from scratch
- Running experiments in Colab without GPU hardware
- Following a guided path from basics to advanced topics
Notes
Open-source learning resource that teaches LLM fundamentals through structured roadmaps and executable Colab notebooks. Covers theory and hands-on practice without requiring local setup. Community-maintained with 79k+ GitHub stars.
79,792 stars on GitHub. Last updated 2026-02-05. Licensed Apache-2.0.
Use cases
- Learning LLM architecture and training from scratch
- Running experiments in Colab without GPU hardware
- Following a guided path from basics to advanced topics
Pros
- Free and no local environment needed (Colab-based)
- Well-organized roadmap structure for self-paced learning
- Active community project with significant adoption
Cons
- Community-maintained, no commercial support or guarantees
- Colab notebooks have compute and runtime limits
- May lag behind latest LLM developments
Indexed from awesome-llm and enriched against its public facts.
Pros
- Free and no local environment needed (Colab-based)
- Well-organized roadmap structure for self-paced learning
- Active community project with significant adoption
Cons
- Community-maintained, no commercial support or guarantees
- Colab notebooks have compute and runtime limits
- May lag behind latest LLM developments
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
Andrej Karpathy Series
Community
My favorite!
Awesome-Code-LLM
Community
👨💻 An awesome and curated list of best code-LLM for research.
awesome-language-model-analysis
Community
This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning beha
Awesome-LLM-3D
Community
Awesome-LLM-3D: a curated list of Multi-modal Large Language Model in 3D world Resources
Awesome-LLM-Systems
Community
Large Language Model (LLM) Systems Paper List
BUILD GPT: HOW AI WORKS
Community
Amazon.com
Chain-of-Thoughts Papers
Community
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
CS25-Transformers United
Community
CS25 has become one of Stanford
Emergent Abilities of Large Language Models
Community
Emergent Abilities
GPT in 60 Lines of NumPy
Community
Implementing a GPT model from scratch in NumPy.
Hands-On Large Language Models: Language Understanding and Generation
Community
Hands-On Large Language Models
Instruction-Tuning-Papers
Community
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
Is ChatGPT 175 Billion Parameters? Technical Analysis
Community
[The Next Generation Of Large Language Models ](https://www.notion.so/Awesome-LLM-40c8aa3f2b444ecc82b79ae8bbd2696b)
Language Models are Unsupervised Multitask Learners
Community
2019-02
Language models are few-shot learners
Community
2020-05
Learn LangChain (JS)
Community
End-to-end LangChain JS learning repo with real examples: prompts, tools, RAG, agents, and LangGraph workflows.
LLM Reading List
Community
A paper & resource list of large language models, including course, paper, demo, figures
LLM4Opt
Community
A Collection on Large Language Models for Optimization
LLMsPracticalGuide
Community
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
On the Opportunities and Risks of Foundation Models
Community
Foundation Models
PaLM 2 Technical Report
Community
2023-05
Princeton: Understanding Large Language Models
Community
COS 597G: Understanding Large Language Models
RWKV-howto
Community
possibly useful materials for learning RWKV language model.
State of GPT
Community
Go deep on real code and real systems with the teams building and scaling AI at Microsoft Build, June 2–3, 2026, in San Francisco and online.
The Chinese Book for Large Language Models
Community
AI Box | 大语言模型
Umar Jamil Series
Community
high quality and educational videos you don't want to miss.
UWaterloo CS 886
Community
Home page for CS 886
Build a DeepSeek Model (From Scratch)
Various
Learn how to build the features that set DeepSeek apart from other top LLMs! When DeepSeek started making waves in January 2025, it sounded too good to be true. How could a gener
Large Language Model Training in 2023
Community
Learn about large language model training with insights on large language model examples, model architecture, and model training guide.
The Chinese Book for Large Language Models
Community
AI Box | 大语言模型
Umar Jamil Series
Community
high quality and educational videos you don't want to miss.
Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT, and other LLMs
Community
Amazon.com