Llm Learning Resources Transformer Models

There are 151 llm learning resources models tracked. 7 score above 50 (established tier). The highest-rated is PacktPublishing/Mastering-NLP-from-Foundations-to-LLMs at 58/100 with 124 stars.

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#	Model	Score	Tier	Stars	Language
1	PacktPublishing/Mastering-NLP-from-Foundations-to-LLMs Mastering NLP from Foundations to LLMs, Published by Packt	58	Established	124	Jupyter Notebook
2	HandsOnLLM/Hands-On-Large-Language-Models Official code repo for the O'Reilly Book - "Hands-On Large Language Models"	57	Established	23,351	Jupyter Notebook
3	mlabonne/llm-course Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.	57	Established	76,573	—
4	louisfb01/start-llms A complete guide to start and improve your LLM skills in 2026 with little...	56	Established	949	—
5	Denis2054/Transformers-for-NLP-and-Computer-Vision-3rd-Edition Transformers 3rd Edition	53	Established	480	Jupyter Notebook
6	rasbt/LLM-workshop-2024 A 4-hour coding workshop to understand how LLMs are implemented and used	51	Established	1,074	Jupyter Notebook
7	bbruceyuan/LLMs-Zero-to-Hero 从无名小卒到大模型（LLM）大英雄~ 欢迎关注后续！！！	50	Established	2,065	Jupyter Notebook
8	blegat/LINMA2472 Course material for the course LINMA2472 at UCLouvain	48	Emerging	2	Julia
9	davidpirogov/toon-llm Token-Oriented Object Notation (TOON) is an LLM-optimized data serialization...	47	Emerging	9	Python
10	Czi24/Awesome-MLLM-LLM-Colab Happy experimenting with MLLM and LLM models!	46	Emerging	129	Jupyter Notebook
11	ParthaPRay/LLM-Learning-Sources This repo contains a list of channels and sources from where LLMs should be learned	44	Emerging	70	—
12	freshllms/freshqa Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)	44	Emerging	389	Jupyter Notebook
13	IlyaGusev/rulm Language modeling and instruction tuning for Russian	43	Emerging	465	Jupyter Notebook
14	jingedawang/TutorialLLM LLM Tutorial for Everyone.	42	Emerging	80	Jupyter Notebook
15	huggingface/llm_training_handbook An open collection of methodologies to help with successful training of...	41	Emerging	555	Python
16	datawhalechina/llm-cookbook 面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版	41	Emerging	23,496	Jupyter Notebook
17	ukairia777/pytorch-nlp-tutorial pytorch를 사용하여 텍스트 전처리부터 RAG, 에이전트, LLM 파인튜닝을 정리한 Deep Learning NLP 저장소입니다.	40	Emerging	89	Jupyter Notebook
18	infocusp/llm_seminar_series Material for the series of seminars on Large Language Models	40	Emerging	34	Jupyter Notebook
19	rednote-hilab/dots.llm1 The official repository of the dots.llm1 base and instruct models proposed...	40	Emerging	490	—
20	sodascience/workshop_llm_data_collection This repository contains the code and slides for our workshop on data...	40	Emerging	1	Jupyter Notebook
21	pabroux/llm-engineers-handbook LLM Engineer's Handbook by Paul Iusztin and Maxime Labonne with pixi.	39	Emerging	7	Python
22	LLMBook-zh/LLMBook-zh.github.io 《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣	39	Emerging	4,371	Python
23	ivanfioravanti/wine_variety_classification Examples on how to use various LLM providers with a Wine Classification problem	38	Emerging	129	Python
24	datawhalechina/diy-llm 🎓 系统性大语言模型构建课程｜🛠️ 覆盖预训练数据工程、Tokenizer、Transformer、MoE、GPU 编程...	38	Emerging	62	Jupyter Notebook
25	EagleW/Scientific-Inspiration-Machines-Optimized-for-Novelty Official implementation of the ACL 2024: Scientific Inspiration Machines...	38	Emerging	94	Python
26	nishad/llm-workshop-notebooks Getting Started with Local LLMs - Workshop Notebooks	37	Emerging	3	Jupyter Notebook
27	LucknowAI/Lucknow-LLM Collecting data for Building Lucknow's first LLM	37	Emerging	21	Jupyter Notebook
28	hyintell/awesome-refreshing-llms EMNLP'23 survey: a curation of awesome papers and resources on refreshing...	37	Emerging	136	—
29	nanxiang11/CodeLab_LLM 🌟 从LLaMA2开启大语言模型原理与实践教程	36	Emerging	76	Python
30	dvgodoy/LLM-visuals Over 60 figures and diagrams of LLMs, quantization, low-rank adapters...	36	Emerging	23	—
31	worldbank/LLMs-Practical-Guide A practical introduction to Generative AI and LLMs, equipping professionals...	35	Emerging	8	Jupyter Notebook
32	XavierZXY/Zero2Hero 从0到1学习大模型	35	Emerging	19	Jupyter Notebook
33	AntonioGr7/pratical-llms A collection of hand on notebook for LLMs practitioner	34	Emerging	51	Jupyter Notebook
34	SuperBianC/scMulan Repository for paper scMulan: a multitask generative pre-trained language...	33	Emerging	62	Jupyter Notebook
35	SAP-samples/btp-running-language-models This repository contains different code examples around the topic of...	33	Emerging	2	Jupyter Notebook
36	jrazi/llm-assignments-fall-2023 My assignment submissions for the Fall 2023 Large Language Models course at...	32	Emerging	5	Jupyter Notebook
37	huangjia2019/llm-in-action LLM Examples	32	Emerging	2	Jupyter Notebook
38	pyladiesams/llm-guardrails-jul2024 Dive into the world of LLM Guardrails using tools like NVIDIA’s NeMo...	32	Emerging	2	Jupyter Notebook
39	JiauZhang/nnm Neural Network Models	31	Emerging	7	Python
40	HenryCai11/LLM-Self-Control The official repo of paper "Self-Control of LLM Behaviors by Compressing...	31	Emerging	18	Jupyter Notebook
41	kryptomrx/tonl-mcp-bridge Reduce LLM token costs by 30-60% with TONL format. TypeScript library & CLI...	31	Emerging	3	TypeScript
42	JawherKl/deep-dive-into-llm Deep Dive into Large Language Models (LLMs) – A comprehensive study of Large...	30	Emerging	9	Jupyter Notebook
43	quarozox/happy-llm 🚀 Explore Happy-LLM, a tool designed to enhance interactions with language...	29	Experimental	6	Jupyter Notebook
44	crux82/CLiC-it_2023_tutorial This repository hosts materials from the CLiC-IT 2023 tutorial	29	Experimental	30	Jupyter Notebook
45	joydeb28/llm-lab LLM, Fine Tuning, Llama 2, Gemma, Mixtral, vLLM, LangChain, RAG, ChromaDB, FAISS	29	Experimental	13	Jupyter Notebook
46	DDDOH/LLM_News LOLA_ LLM-Assisted Online Learning Algorithm for Content Experiments	27	Experimental	13	Jupyter Notebook
47	LoupFireYT/llm.c 🛠️ Explore GPT-2 with llm.c, a lightweight C implementation that simplifies...	27	Experimental	1	TeX
48	emagod/LLM-Forecast 🚀 Integrate ARIMA and Large Language Models for accurate forecasting with...	27	Experimental	1	Python
49	Bhoomika2224/MinivLLM 🚀 Implement a powerful vLLM inference engine with advanced attention...	27	Experimental	1	Python
50	LeonEricsson/llmcontext :anger: Pressure testing the context window of open LLMs	27	Experimental	25	Jupyter Notebook
51	Mahiyat/llm-hands-on A complete guide to NLP and ML for text processing, covering rule-based...	26	Experimental	3	Jupyter Notebook
52	nguynking/CS330 Assignment solutions for CS330: Deep Multi-Task and Meta Learning, Fall 2023...	25	Experimental	8	Python
53	blayyyyyk/cs478 For the duration of my Independent Study course, I have been tasked with...	25	Experimental	1	Python
54	aastroza/llm-teaching Teaching materials on Large Language Models (LLMs)	24	Experimental	1	Jupyter Notebook
55	tatwan/mastering_llm_deployments This is based on my comprehensive course on deploying Large Language Models...	24	Experimental	1	Jupyter Notebook
56	Assaoka/Guide-to-Advanced-LLM-Techniques Este repositório é um tutorial completo e prático que explora metodologias...	24	Experimental	4	Jupyter Notebook
57	kgw-wilson/llm-routing Evaluating different embedding spaces on their effectiveness for LLM routing	23	Experimental	1	Jupyter Notebook
58	xamry/llm-lab Working sample implementations of several use cases involving Large Language Models.	23	Experimental	1	Jupyter Notebook
59	caktus/llm-learning A collection of notebooks and resources for learning about Large Language...	23	Experimental	2	Jupyter Notebook
60	naveenkumar123/llm-training-project Different LLM model usage projects	23	Experimental	2	Python
61	albertan017/LLM4Binary Collect thoughts, suggestions and resources to build an LLM model for binary	23	Experimental	3	—
62	ranzeet013/LLM_Notebooks Exploring LLMs with interactive notebooks.	23	Experimental	2	Jupyter Notebook
63	himanshuvnm/Foundation-Model-Large-Language-Model-FM-LLM This repository was commited under the action of executing important tasks...	23	Experimental	2	Jupyter Notebook
64	ZhiningLiu1998/SelfElicit [ACL'25 Main] SelfElicit: Your Language Model Secretly Knows Where is the...	23	Experimental	25	Jupyter Notebook
65	uhasker/large-language-models Files for the book "Large Language Models"	22	Experimental	6	Jupyter Notebook
66	mcd-unison/llm Material sobre Grandes Modelos de Lenguajes (LLM) realizado en forma...	22	Experimental	5	—
67	HROlive/Poland-End-To-End-LLM-Bootcamp This bootcamp is designed to give NLP researchers an end-to-end overview on...	22	Experimental	2	Jupyter Notebook
68	guihcs/from-one-hot-to-llm A comprehensive introduction to language models and modern AI, starting from...	22	Experimental	1	Jupyter Notebook
69	ihuzaifashoukat/ml-mastery-path Advanced Machine Learning and LLM training implementations. A comprehensive...	22	Experimental	1	Jupyter Notebook
70	amitlals/FinanceBench-LLM Domain-adapted financial QA with NVIDIA NIM + NeMo LoRA fine-tuning. 126%...	22	Experimental	1	Jupyter Notebook
71	EricApgar/large-language-model Interact with an LLM.	22	Experimental	—	Python
72	usman-aicoder/local-llm-forge Local-first LLM fine-tuning platform — train, evaluate, and deploy private...	22	Experimental	—	Python
73	websterzonedev5/llm-vision Enable multimodal image and text processing in C++ with a lightweight,...	22	Experimental	—	C++
74	WeiminWu2000/Genome_Factory An Integrated Library for Tuning, Deploying and Interpreting Genomic Models	22	Experimental	123	Python
75	olahsymbo/llm-tutorials Tutorials on Large Language Models	21	Experimental	1	Jupyter Notebook
76	tactics8805/LMs Collection of Language Models I've made, including N-grams, GPTs, and LLMs.	21	Experimental	—	Jupyter Notebook
77	piyo123/learning-ask-llm A self-learning repository for asking questions to LLMs.	21	Experimental	—	Jupyter Notebook
78	ElDokmak/LLMs Comprehensive LLMs repo, where I cover both theoretical and practical...	21	Experimental	12	Jupyter Notebook
79	Panda-22/LLM-Team2 A public repository for LLM team 2	21	Experimental	1	Jupyter Notebook
80	Sadne22/ML4LLM_book 📚 Explore 50 ML projects to analyze, visualize, and understand...	21	Experimental	—	Jupyter Notebook
81	Gmail1995/llm-course 🧩 Explore LLM essentials, build advanced models, and develop applications...	21	Experimental	—	—
82	lzyrapx/LLM-Grandmaster-Notes 🎓The path to LLM mastery is paved with broken embeddings and resurrected gradients.	21	Experimental	8	Cuda
83	dhcode-cpp/cut-cross-entropy-pytorch pytorch notebook for implemention for cut-cross-entropy LLM training.	20	Experimental	8	Jupyter Notebook
84	fuyu-quant/IBLM Repository of a new learning method called inductive bias learning with LLM.	20	Experimental	5	Jupyter Notebook
85	chenxingqiang/FedCL-LLM Implementation of FedCL-LLM: A Federated Continual Learning Framework...	19	Experimental	3	Shell
86	suryanshgupta9933/LLM-Science-Exam Kaggle Competition \| LLM \| Falcon \| Perplexity	19	Experimental	3	Jupyter Notebook
87	ParthaPRay/Sycophancy_in_LLM_model This repo shows the coding of sycophancy in LLMs as Bayesian-Latent model	18	Experimental	1	Jupyter Notebook
88	agustinbrusco/tokens-thorugh-lang Analysis of LLM token representation of texts in different languages	18	Experimental	2	Jupyter Notebook
89	neelsoumya/intro_to_LMMs introduction to large language models (LMMs)	18	Experimental	1	Jupyter Notebook
90	ResByte/llm-notebooks Colab notebooks to understand LLMs	18	Experimental	2	Jupyter Notebook
91	MKarthik730/large-language-models learning generative models	18	Experimental	3	Python
92	carpentries-incubator/intro-LLMs-python Introduction to Large Language Models in Python	18	Experimental	2	—
93	worldbank/double-jeopardy-in-llms Code for "Double Jeopardy and Climate Impact in the Use of Large Language...	18	Experimental	2	Jupyter Notebook
94	itsayushthada/LLM-Experiments A repo to explore all tricks and trade of LLM doable on Google Colab	17	Experimental	1	Jupyter Notebook
95	scionoftech/llm_training A comprehensive, hands-on tutorial series for fine-tuning small language...	17	Experimental	—	Jupyter Notebook
96	Kashif-Kamran/llm-research This repository offers practical notebook examples for fine-tuning large...	17	Experimental	1	Jupyter Notebook
97	abdussahid26/Data-preparation-and-sampling-for-LLMs This repository contains implementations of some basic data preprocessing...	17	Experimental	1	Jupyter Notebook
98	edwinthomas444/cheese_advertisement_generator An LLM based tool for generation of cheese advirtisements	17	Experimental	1	Jupyter Notebook
99	sabeeralikp/LLM_Notebooks This repository is dedicated to the exploration and utilization of open...	17	Experimental	1	Jupyter Notebook
100	seanbenhur/llm_experiments Bunch of experiments involving Large Language Models	17	Experimental	1	Jupyter Notebook
101	gokayfem/dspy-ollama-colab dspy with ollama and llamacpp on google colab	17	Experimental	1	Jupyter Notebook
102	saforem2/LLM-tutorial Simple tutorial on creating Small(-ish) LLMs	16	Experimental	1	TeX
103	akrisanov/llm-scaling-week Отборочный контест LLM Scaling Week от ШАД	16	Experimental	1	Jupyter Notebook
104	ksm26/LLM-LSTM-AWS-Models-Desa This repository contains code for implementing both Large Language Models...	16	Experimental	1	Jupyter Notebook
105	zpqiu/rl-infra-notes Personal notes about RL Infra/Algorithm and LLMs	14	Experimental	—	—
106	YUECHE77/EE641-Final-Project Deprecated	14	Experimental	1	Python
107	gayathrikumari/Enterprise-Grade-LLM-Optimization-Alignment-PEFT-RLHF- End-to-end LLM optimization pipeline covering PEFT (LoRA), RLHF (PPO),...	14	Experimental	—	Python
108	trivox-io/llmx Unified Python interface for working with multiple LLM providers across...	14	Experimental	—	Python
109	sitta07/LLM-Regex-DataPrep A data preprocessing pipeline for TCAS admission data. This project...	14	Experimental	1	Jupyter Notebook
110	GAIR-Lab/LLMPopcorn LLM-assisted Popular Micro-video Creation	14	Experimental	1	Python
111	RashmiJK/llm-guardrails-nemo Hands-on examples for NVIDIA NeMo Guardrails. Learn to add safety guardrails...	13	Experimental	—	Jupyter Notebook
112	syedirfanx/LLM-Learning-Journal Experiments, notes, and projects from my exploration of Large Language...	13	Experimental	—	Jupyter Notebook
113	elhamabedi/llm-capabilities Mini LLM Projects	13	Experimental	—	Jupyter Notebook
114	pichayakorn/llms-eduverse LLMs in Eduverse: LLM-Integrated English Educational Game in Metaverse	13	Experimental	—	Python
115	AMfeta99/NLP_LLM This repository is dedicated to small projects and some theoretical material...	13	Experimental	—	Jupyter Notebook
116	Samya-S/Working-with-LLMs Comprehensive collection of materials and code examples for working with...	13	Experimental	—	Jupyter Notebook
117	nabilshadman/llms-on-supercomputers Jupyter Notebooks containing exercises and lectures for the Foundations of...	13	Experimental	—	Jupyter Notebook
118	OpenPeer-AI/Base-Notebook Testing the OpenPeerLLM Model through Kaggle	13	Experimental	—	Jupyter Notebook
119	dujm/library LLM Applications	13	Experimental	—	Jupyter Notebook
120	atahabilder1/CSC5991 CSC5991 — Introduction to Large Language Models is a collection of...	13	Experimental	—	Jupyter Notebook
121	Aananda-giri/llm-in-loop-blog Blog: LLM in Loop (Minimal Claude Code and minimal openclaw implementation)	13	Experimental	—	Jupyter Notebook
122	tusharsinghsoam/building-with-llms This repository focuses on understanding Large Language Models (LLMs) and...	13	Experimental	—	Jupyter Notebook
123	Billzxl/LLM-material A collection of the most valuable, useful, and interesting LLM material	12	Experimental	5	—
124	ghubnerr/machine-learning A dump to all things LLMs, CUDA, DL frameworks, Tokenization Methods, and...	12	Experimental	1	Jupyter Notebook
125	Xinyao0118/LLM_Science_Exam Kaggle - LLM Science Exam Use LLMs to answer difficult science questions	12	Experimental	1	Jupyter Notebook
126	HemanthIITJ/Deep_learning Holistic understanding of Large Language Models (LLMs) involves integrating...	12	Experimental	6	Jupyter Notebook
127	glassesholder/2025_LLM_Study I want to share how to utilize the latest open-source LLMs.	12	Experimental	2	Jupyter Notebook
128	odongi/Learning-LLM LLM Learning step-by-step.	12	Experimental	1	Jupyter Notebook
129	Armin-Abdollahi/Persian_LLM_Competition Hackathon competition "Big Farsi Language Model" was held in cooperation...	12	Experimental	5	Jupyter Notebook
130	Jihagen/LLM-RSA-Project Master Project Repository: Neural and Artificial Correlates in Language...	12	Experimental	2	Jupyter Notebook
131	AierLab/flower-large-model-tutorial A tutorial for Flower federated learning framework used on large model on...	12	Experimental	1	Jupyter Notebook
132	qbxlvnf11/DeepSeek-model-test DeepSeek LLM/VLM test samples	11	Experimental	—	Jupyter Notebook
133	ostad-ai/Large-Language-Models THis repository includes topics related to the Large Language Models (LLMs)	11	Experimental	—	Jupyter Notebook
134	davidquicast/Kuntur LLM de contexto jurídico para brindar asesoría legal personalizada en...	11	Experimental	—	Jupyter Notebook
135	KeithLin724/NYCU_LLM_2024 NYCU LLM 2024 HW (簡仁宗老師授課)	11	Experimental	—	Jupyter Notebook
136	emrulk1/LLM_practice This repository keeps track of my practice on some state of the art large...	11	Experimental	—	Jupyter Notebook
137	0xnu/ml_model_visualization ML Model Visualization	11	Experimental	—	Jupyter Notebook
138	goutam-kul/LLM LLM, Fine tuning LLMs and more	11	Experimental	—	Jupyter Notebook
139	aayes89/LocalLLM Crear un LLM sin internet	11	Experimental	—	Jupyter Notebook
140	Torabiy/LingoNMF Non-negative Matrix Factorization (NMF) Enhanced by Large Language Models...	11	Experimental	—	Jupyter Notebook
141	Pazran/SSE-LLM SSE-LLM is a demonstration of using ServerSent-Events to stream response...	11	Experimental	—	Python
142	kryvokhyzha/llm-simple-QnA-example This repository contains experiments with LLMs	11	Experimental	3	Jupyter Notebook
143	tousif47/Mini-LLM Training and testing a few types of small LLM from scratch for practice	11	Experimental	3	Jupyter Notebook
144	wizlee/local-ml-runs A collections of various machine learning explorations	11	Experimental	—	HTML
145	coderonion/InternLM-quickstart 【上海AI Lab】书生·浦语大模型学习笔记	10	Experimental	2	—
146	varunvinodh/Local-LLM A central repository for personal experiments and projects with Local Large...	10	Experimental	1	Jupyter Notebook
147	xilenAtenea/LLM_explanation Presentation for the second delivery of the Artificial Intelligence subject...	10	Experimental	2	Jupyter Notebook
148	poojasrini/JP-Morgan-Chase-Editing-Large-Language-Models To improve the adaptability of Large Language Models (LLMs) by examining and...	10	Experimental	2	Jupyter Notebook
149	guy6garg/Transform-Code-Repo-Using-LLM A small end to end module to transform files in code repository using large...	10	Experimental	2	Jupyter Notebook
150	hardik-kapadia/to-llm-or-to-not-llm Analzying and comparing the performance of Pretrained LLMs, Finetuned LLMs...	10	Experimental	2	Jupyter Notebook
151	spritz-group/LLM-SysAdmin Can LLMs Understand Computer Networks? Towards a Virtual System Administrator	10	Experimental	2	—

Comparisons in this category

llm-course and llm_seminar_series (57 vs 40)