LLM Learning Resources LLM Tools

Educational materials, courses, workshops, and notebooks for understanding LLM fundamentals, architecture, and implementation. Does NOT include production tools, deployed applications, or domain-specific LLM use cases.

There are 110 llm learning resources tools tracked. 3 score above 50 (established tier). The highest-rated is SepineTam/stata-mcp at 62/100 with 99 stars.

Get all 110 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=llm-learning-resources&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	SepineTam/stata-mcp Let LLM help you achieve your regression with Stata. Evolve from reg monkey...	62	Established	99	Python
2	datawhalechina/code-your-own-llm 一份全栈式大语言模型参考指南，用最简洁的代码帮助你端到端定义模型从零训练到工程落地的每一个细节	52	Established	136	—
3	leonid20000/odin-slides This is an advanced Python tool that empowers you to effortlessly draft...	51	Established	146	Python
4	onejune2018/Awesome-LLM-Eval Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos,...	48	Emerging	616	—
5	axhiao/QuickNote Capture what you want with LLM	47	Emerging	164	Python
6	R3gm/InsightSolver-Colab InsightSolver: Colab notebooks for exploring and solving operational issues...	45	Emerging	102	Jupyter Notebook
7	atef-ataya/Large-Language-Models-Tutorial Learn AI, ML, and NLP with interactive Jupyter Notebook tutorials.	45	Emerging	46	Jupyter Notebook
8	LAiSER-Software/extract-module LAiSER is a tool that helps learners, educators and employers share trusted...	45	Emerging	8	Jupyter Notebook
9	sinanuozdemir/quick-start-guide-to-llms The Official Repo for "Quick Start Guide to Large Language Models"	45	Emerging	374	Jupyter Notebook
10	01-ai/Yi A series of large language models trained from scratch by developers @01-ai	44	Emerging	7,841	Jupyter Notebook
11	datawhalechina/llm-preview 理工科-大模型入门实训课程	44	Emerging	117	Jupyter Notebook
12	DecisionsDev/rule-based-llms This repo illustrates how to combine LLMs and rule-based services to...	43	Emerging	49	Python
13	srush/LLM-Training-Puzzles What would you do with 1000 H100s...	42	Emerging	1,157	Jupyter Notebook
14	LG-AI-EXAONE/EXAONE-3.5 Official repository for EXAONE 3.5 built by LG AI Research	42	Emerging	202	—
15	tyfiero/infinite-ai-seo They're training LLMs on your data. Let's give them exactly what we want...	42	Emerging	59	Python
16	astorfi/Large-Scale-AI-Blueprint A comprehensive guide designed to empower readers with advanced strategies...	42	Emerging	64	—
17	aiDAPTIV-Phison/aiDAPTIV-Training-Course Hands-on aiDAPTIV+ training course for fine-tuning and running large...	41	Emerging	5	—
18	LG-AI-EXAONE/EXAONE-Deep Official repository for EXAONE Deep built by LG AI Research	41	Emerging	400	—
19	LG-AI-EXAONE/EXAONE-3.0 Official repository for EXAONE built by LG AI Research	38	Emerging	181	—
20	WangRongsheng/Use-LLMs-in-Colab 🤖 集合众多大模型在Colab上的使用 \| LLMs is all you need.	37	Emerging	128	Jupyter Notebook
21	snehilsanyal/self-learn-llms 🏫🙋🏻 [WIP] Self learn LLMs. This repository is a collection of resources,...	37	Emerging	61	—
22	huangjia2019/powerful_llm 极客时间 - 大模型应用开发实战课: 展现LLM应用开发之强大	37	Emerging	73	Jupyter Notebook
23	nanom/llm_adaptation_workshop Taller: Modelos de lenguaje a tu medida. 12º Jornadas Regionales de Software...	37	Emerging	10	Jupyter Notebook
24	Mooler0410/LLMsPracticalGuide A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)	37	Emerging	10,160	—
25	La-PleIAde/VictorIA-Hugo VictorIA Hugo is an LLM capable to write creative stories in the styles of...	36	Emerging	3	Jupyter Notebook
26	nanom/llm_adaptation_2nlp_workshop Taller: Modelos de lenguaje a tu medida. 2º Workshop Argentino de NLP, Córdoba 2023	35	Emerging	11	Jupyter Notebook
27	yenslife/python-llm-for-beginners-demo-code 《零基礎玩轉LLM 應用全攻略：Python × No-Code 實作 AI 開發超簡單》書籍程式碼網站	35	Emerging	3	Python
28	JawherKl/llm-foundations A structured learning path for software engineers to master Large Language...	35	Emerging	18	—
29	ShengqinYang/AINote I recently attended the Geekbang "Large Language Models Application...	35	Emerging	42	Jupyter Notebook
30	huangjia2019/DeepBlue-LLM 深蓝学院课程 - 生成式预训练语言模型：理论与实战	34	Emerging	45	Jupyter Notebook
31	ai-twinkle/llm-lab 繁中模型研究與實作的 Lab	34	Emerging	52	Jupyter Notebook
32	Matt-Dionis/nlad Natural Language Application Development (NLAD) - A methodology for building...	34	Emerging	113	—
33	JonusNattapong/Notebook-Git-Colab เป็นการรวบรวมแหล่งข้อมูลสำหรับการเรียนรู้เกี่ยวกับปัญญาประดิษฐ์ (Artificial...	34	Emerging	85	Jupyter Notebook
34	kevinknights29/Databricks_LLM102x This project contains the lab notebooks from course: Large Language Models:...	33	Emerging	4	Jupyter Notebook
35	FareedKhan-dev/Solve-LLM-Knowledge-Cutoff A Classification Approach: Making LLM Knowledge-Aware	32	Emerging	12	Jupyter Notebook
36	billvsme/train_law_llm ✏️0成本LLM微调上手项目，⚡️一步一步使用colab训练法律LLM，基于microsoft/phi-1_5、chatglm3，包含lora微调，全参微调	32	Emerging	84	Jupyter Notebook
37	lias-laboratory/experimentalhistorianllm Work on answering questions in digital humanities (history) using various...	31	Emerging	4	—
38	NEU-DataMining/PICA 多轮共情对话模型PICA	31	Emerging	97	Python
39	Fuenfgeld/LLM-Utility-Cookbook Welcome to LLM-Utility-Cookbook! Here you'll find tools to make LLMs easy:...	31	Emerging	17	Jupyter Notebook
40	Youbiquitous/programming-llm This is the official repository for the examples built throughout...	31	Emerging	17	C#
41	Won-Seong/kor-sentence-ordering 데이콘 경진대회 3위 솔루션: 한국어 문장 정렬 AI 훈련 과정 및 결과를 담은 저장소입니다.	30	Emerging	1	Jupyter Notebook
42	telmo-correa/nebulous-llm-experiment Notebooks with source code for self-study experiment with LLM chain and...	30	Emerging	2	Jupyter Notebook
43	PipiHi0926/llm-course-zh 大型語言模型(LLM)的讀書會內容code部分整理，此github提供簡單、免費、易實作code範例，並由淺入深帶你一步步了解如何基於python建置LL...	30	Emerging	74	Jupyter Notebook
44	kasperjunge/LLM-Guide Resources for training, hosting and developing with large language models 🚀	29	Experimental	36	—
45	qianniuspace/llm-step-by-step LLM 入门课程 30 篇	29	Experimental	27	Python
46	AUSTIN2526/iThome2023-learn-NLP-in-30-days 2023年iThome鐵人賽「AI & Data」組佳作【30天內成為NLP大師：掌握關鍵工具和技巧】完整程式碼，該文章會從零開始教你該如何微調大型語言模型	29	Experimental	18	Jupyter Notebook
47	olehxch/llm-code-examples ✍️ Dive into this repository to explore a treasure trove of code examples,...	28	Experimental	15	Python
48	mehdihosseinimoghadam/open-sourced-nootbookLM Open Sourced NoteBookLM	28	Experimental	60	Python
49	corresocial/drummond-1b1-instruct O primeiro Modelo Grande De Linguagem com Raciocínio 100% aberto BR	27	Experimental	6	Jupyter Notebook
50	Security-FIT/Latium ROME and its surroundings	27	Experimental	2	Jupyter Notebook
51	antoninoLorenzo/Ollama-on-Colab-with-ngrok Notebook to run Ollama on Google Colab	26	Experimental	9	Jupyter Notebook
52	augix/SNPBag Towards a universal foundation model for biobank-scale human genome variation	25	Experimental	10	Jupyter Notebook
53	zuramai/llm-journey My journey on building my own LLM	25	Experimental	49	Jupyter Notebook
54	ronantakizawa/sleeptimecompute A Demo of Running Sleep-time Compute to Reduce LLM Latency	24	Experimental	16	Jupyter Notebook
55	holasoymalva/llm-glossary Glossary of key concepts in Large Language Models (LLMs), Artificial...	24	Experimental	3	—
56	lrisguan/LLM implement a LLM	24	Experimental	4	Jupyter Notebook
57	sevenjunebaby/AiModels Examples of Ai models from Scikit-learn	24	Experimental	4	Jupyter Notebook
58	wjn1996/LLMs-NLP-Algo 【大模型 & NLP & 算法大礼包】提供大量NLP、大模型和算法付费干货，一套拥有，学习&科研&工作不愁！	23	Experimental	30	—
59	lilf4p/hlt-project This repository contains the code for the Human Language Technology Project...	23	Experimental	3	Jupyter Notebook
60	ArslanKAS/Pair-Programming-with-LLM Learn how LLMs can enhance, debug, and document your code in this new course...	23	Experimental	4	Jupyter Notebook
61	chatterjeerajdeep/text_analytics_LLM Code Examples for working with Azure OpenAI API services, open-source LLMS,...	22	Experimental	2	Jupyter Notebook
62	chetangadhiya5062/nemo-llm-experiments Experimenting with NVIDIA NeMo for LLM training, fine-tuning, and inference...	22	Experimental	—	—
63	Amr-Abdellatif/Getting-started-with-Ollama-locally A walkthrough for building AI Apps locally with LLM's using Ollama	22	Experimental	1	Jupyter Notebook
64	furkanmtorun/LabJournal.ai Keep lab notebooks digital effortlessly!	22	Experimental	—	HCL
65	matthewdeanmartin/examexam Exam practice with LLM (AI) integrations	22	Experimental	—	Python
66	felipeandrian/cerebro-cyber Construindo um Modelo de Linguagem (LLM) arquitetura Transformer do zero em...	22	Experimental	—	Jupyter Notebook
67	LaLy574/llm-course 📚 Explore LLM fundamentals, techniques, and application deployment to master...	21	Experimental	—	—
68	manuel-valles/llm-engineering LLM Engineering Course (my notes and solutions)	21	Experimental	—	Jupyter Notebook
69	mgonzs13/tap_llm_course Materials for the TAP (Tendencias en Aprendizaje Pronfundo) subject from the...	21	Experimental	3	Jupyter Notebook
70	Lo3okSky/LLM_course 🐙 Explore the inner workings of large language models with hands-on Python...	21	Experimental	—	Jupyter Notebook
71	seyf1elislam/OneClick_LLM_API_onColab Run gguf LLM models in Latest Version TextGen-webui and koboldcpp	21	Experimental	20	Jupyter Notebook
72	edaaydinea/LLMAnalysisCognitiveStates This project explores the application of Natural Language Processing (NLP)...	20	Experimental	4	Jupyter Notebook
73	ldj7672/LLM-Tutorials 다양한 LLM 튜토리얼을 제공합니다.	20	Experimental	11	Jupyter Notebook
74	svilupp/LLMCheatsheets.jl Instantly transform GitHub repositories into AI-friendly cheatsheets	19	Experimental	3	Julia
75	bobo0810/LearnColossalAI ColossalAI教程 & 示例注释 & 学习笔记（大模型高效训练）	19	Experimental	4	—
76	gonced8/nemo-backend Backend for the Nemo application developed for the Sword AI Challenge '23.	17	Experimental	1	Python
77	chensongpoixs/LLMSAPP 大语言模型微调及其应用的探索跟踪前沿的技术	17	Experimental	—	Jupyter Notebook
78	xbsheng/no-magic-zh 原始项目包含 30 个单文件、零依赖的 Python 实现，涵盖了驱动现代 AI...	17	Experimental	6	Python
79	Hrishikesh332/ML_Guide One place to find variety of resources and a community of contributors, ML...	17	Experimental	98	Jupyter Notebook
80	arnav22098/LLM_Project LLM-based legal reasoning dataset pipeline for extraction, summarization,...	16	Experimental	—	Jupyter Notebook
81	aferende/llmvisuallab An open-source educational laboratory that opens the "black box" of...	16	Experimental	2	Python
82	ikun-llm/ikun-basics 🐔 练习生的 AI 基础功课 \| 从零开始理解大模型，小白也能听懂。无需数学基础，看完就能和别人聊 AI 的那种！	15	Experimental	1	—
83	edaaydinea/AIEngineering This repository provides concise notes and code on NLP and LLMs, covering...	14	Experimental	1	Jupyter Notebook
84	guerilla7/nemo-veritas This open-source Python application demonstrates an interactive way to apply...	14	Experimental	1	Python
85	jaesgithub/llm-causal-audit Auditing open-source LLM causal reasoning on economics-framed tasks — a...	14	Experimental	—	—
86	edaaydinea/llm_engineering This course provides a comprehensive guide to mastering AI, focusing on...	14	Experimental	1	Jupyter Notebook
87	BhashkarFulara369/BeejX.LLM BeejX A Project for Indian Farmers Under Specific guidelines of DeepShiva	14	Experimental	1	Jupyter Notebook
88	happyahluwalia/llm_journey Project-based learning path through LLMs	13	Experimental	—	Jupyter Notebook
89	sanikamal/llm-atoz LLM AtoZ is a detailed repository designed to provide resources and guidance...	13	Experimental	—	Jupyter Notebook
90	prashant290605/RenAIssance_LLM End-to-end LLM-augmented Handwritten Text Recognition (HTR) pipeline for...	13	Experimental	—	Jupyter Notebook
91	Data-Epic/Adenike-Awotunde-llm-api This repository contains an intelligent Customer Support Assistant that...	13	Experimental	—	Python
92	harmonydata/experiments Experiments with Harmony	13	Experimental	—	Jupyter Notebook
93	Seth-blair/happy-llm-ppt 📚 Explore LLM principles and practice from the ground up with this...	13	Experimental	—	—
94	Peco602/llm-zoomcamp LLM Zoomcamp course homework	12	Experimental	1	Jupyter Notebook
95	FareedKhan-dev/NLP-1K-Stories-Dataset-Genres-100 This repository hosts a diverse NLP dataset comprising 1,000 stories...	12	Experimental	7	—
96	Dev-Khant/LLM-Hub Learning and sharing about libraries and frameworks on LLMs 😎	12	Experimental	7	Jupyter Notebook
97	Magnicord/stanford-2024sp-cs224n Stanford 2024 Spring CS224N Assignments	11	Experimental	—	—
98	SJD1882/LLMCheatSheet Personal GitHub repository for stashing resources on Large Language Models...	11	Experimental	—	Jupyter Notebook
99	AntonSHBK/nlp_models_collection Персональный набор обёрток для моделей. Проект открыт для изменений,...	11	Experimental	—	Jupyter Notebook
100	Ewen2015/LocalCat To deploy an LLM locally.	11	Experimental	—	Jupyter Notebook
101	sashapd/LLM-University Like "Coding Interview University" but for LLMs	11	Experimental	—	—
102	rnjema/cohere-aya-test A project that explores Cohere's Aya MLLM	11	Experimental	—	Jupyter Notebook
103	MortadhaMannai/NMTC-2023-LLM-Workshop Welcome to the NMTC-2023-LLM-Workshop repository! Here, you'll find...	11	Experimental	3	Jupyter Notebook
104	othergandalf/Could-an-LLM-qualify-for-the-MIT-Integration-Bee-An-AI-Learning-Experiment_Repo This Repo accompanies the paper "Could an LLM qualify for the MIT...	11	Experimental	—	Jupyter Notebook
105	DantasB/revAisor A repository built to store the final project for the PESC LLM Applications (COS836)	11	Experimental	—	Python
106	cloudcents-ai/getting-started Get Started on the Developer side with the CLI and API	11	Experimental	—	Jupyter Notebook
107	Hepisces/llmrule paper reproduction (all details on README)	11	Experimental	4	Jupyter Notebook
108	rubenbalbastre/llm LLM experiments from scratch—tokenization, GPT pre-training, scaling...	11	Experimental	—	Jupyter Notebook
109	bizmonger/LLM.FSharp Coding LLM using F# features	10	Experimental	2	F#
110	CellStratAI/LearnView LearnView is an Open Source project to solve global Educational challenges...	10	Experimental	2	CSS

Comparisons in this category

EXAONE-3.5 and EXAONE-Deep (42 vs 41) EXAONE-Deep and EXAONE-3.0 (41 vs 38)