HuggingFace Learning Resources Transformer Models

Educational materials, tutorials, courses, and guided explorations for learning Hugging Face libraries and Transformers fundamentals. Does NOT include domain-specific applications, model implementations, or deployment tools—only beginner-friendly learning content and crash courses.

There are 77 huggingface learning resources models tracked. 5 score above 50 (established tier). The highest-rated is azukds/tubular at 64/100 with 93 stars. 1 of the top 10 are actively maintained.

Get all 77 projects as JSON

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

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

#	Model	Score	Tier	Stars	Language
1	azukds/tubular Python package implementing ML feature engineering and pre-processing for...	64	Established	93	Python
2	huggingface/course The Hugging Face course on Transformers	64	Established	3,771	MDX
3	huggingface/audio-transformers-course The Hugging Face Course on Transformers for Audio	61	Established	486	MDX
4	rickiepark/nlp-with-transformers <트랜스포머를 활용한 자연어 처리> 예제 코드를 위한 저장소입니다.	60	Established	144	Jupyter Notebook
5	NielsRogge/Transformers-Tutorials This repository contains demos I made with the Transformers library by HuggingFace.	58	Established	11,519	Jupyter Notebook
6	OscarKjell/text Using Transformers from HuggingFace in R	48	Emerging	157	R
7	domschl/HuggingFaceGuidedTourForMac A guided tour on how to use HuggingFace large language models on Macs with...	45	Emerging	201	Jupyter Notebook
8	huggingface/awesome-huggingface 🤗 A list of wonderful open-source projects & applications integrated with...	45	Emerging	1,055	—
9	HugAILab/HugNLP CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP...	44	Emerging	393	Python
10	Arunprakash-A/DL-Pytorch-Workshop Develop DL models using Pytorch and Hugging Face	44	Emerging	42	—
11	sinanuozdemir/oreilly-pytorch-dl Code for Deep Learning for Modern AI	43	Emerging	49	Jupyter Notebook
12	sinanuozdemir/oreilly-huggingface-tour A Crash Course in Hugging Face	43	Emerging	63	Jupyter Notebook
13	sinanuozdemir/oreilly-ai-pipelines Designing and Deploying LLM Pipelines	42	Emerging	37	Jupyter Notebook
14	somosnlp/nlp-de-cero-a-cien Curso práctico: NLP de cero a cien 🤗	41	Emerging	190	Jupyter Notebook
15	zyds/transformers-code 手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube	40	Emerging	3,853	Jupyter Notebook
16	Ankur3107/nlp_notebooks Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.	35	Emerging	78	Jupyter Notebook
17	Airmomo/transformers-docs-zh 【持续更新中】完全中文版的 Transformers 学习笔记及演示示例，支持 Jupyter Notebook，主要内容来自 🤗 Hugging...	35	Emerging	71	—
18	nlp-with-transformers/website Website for the Natural Language Processing with Transformers book	35	Emerging	28	HTML
19	nipunsadvilkar/roberta-base-mr RoBERTa Marathi Language model trained from scratch during huggingface 🤗 x ...	35	Emerging	28	Python
20	nestordemeure/stop_word Huggingface transformers stopping criteria that halts the generation when a...	34	Emerging	9	Python
21	datawhalechina/unlock-hf 解锁HuggingFace生态的百般用法	32	Emerging	98	HTML
22	MartinaHutter/yaskawa-voice-commands NLP for yaskawa robot	31	Emerging	3	Python
23	voxel51/fiftyone-huggingface-plugins Hugging Face Plugins for FiftyOne	30	Emerging	2	Python
24	voidful/nlp2go 🏃 hosting nlp models in one line	30	Emerging	20	CSS
25	lordtt13/transformers-experiments All my experiments with the various transformers and various transformer...	30	Emerging	14	Jupyter Notebook
26	ayoolaolafenwa/TrainNLP Sample tutorials for training Natural Language Processing Models with Transformers	28	Experimental	22	Python
27	yukyunglee/transformers-resources huggingface transformers tutorial, code, resources	28	Experimental	26	Jupyter Notebook
28	wjn1996/HugNLP HugNLP is a unified and comprehensive NLP library based on HuggingFace...	28	Experimental	241	Python
29	Losif01/text-preprocessing-to-transformers-NLP-notes This repo is my personal notes from the Stanford NLP course, and i currently...	27	Experimental	22	—
30	dimitreOliveira/hf_tf_serving_examples Simple examples of serving HuggingFace models with TensorFlow Serving	27	Experimental	16	Python
31	thevasudevgupta/transformers-adapters This repositary hosts my experiments for the project, I did with OffNote Labs.	27	Experimental	10	Python
32	IvanMao714/Transformers Huggingface Transformers Tutorial	23	Experimental	4	Jupyter Notebook
33	IsmaelMousa/playing-with-finetuning Practice fine-tuning a Pretrained Transformers model from Hugging Face using...	23	Experimental	4	Jupyter Notebook
34	Yahnnosh/Exploring-Model-Fusion-with-Optimal-Transport-on-Transformers Project for the course "Deep Learning" 2022 at ETH Zurich	23	Experimental	3	Jupyter Notebook
35	shyamcody/nlp-experiments I will try small experiments on older state of the art models like bart, t5...	23	Experimental	3	Jupyter Notebook
36	sukrazit/nlp-playground-notebooks 🚀 Explore NLP with hands-on notebooks for RNNs and Transformers, featuring...	23	Experimental	—	Jupyter Notebook
37	GGBond2424648901/transformers-29-tasks 🎨 Transformers实战训练项目 -...	22	Experimental	1	Python
38	hyeonsangjeon/colab-tensorflow-tpu-example colab-tensorflow-tpu-example	22	Experimental	6	Jupyter Notebook
39	ParagEkbote/hf-model-inspector A package and gh-action to generate quality reports on Hugging Face model...	22	Experimental	1	Python
40	anyantudre/NLP-Course-Hugging-Face This course will teach you about Natural Language Processing (NLP) using...	22	Experimental	2	Jupyter Notebook
41	rohanmistry231/Transformers-Hugging-Face-Interview-Preparation A curated resource for mastering Transformers and Hugging Face libraries,...	22	Experimental	14	Python
42	NaxAlpha/docnet A deep learning production hello world using Docker (+Compose).	21	Experimental	1	Jupyter Notebook
43	foyzulkarim/transformers-tasks Examples and tutorials demonstrating various NLP tasks using HuggingFace...	20	Experimental	5	Python
44	mohammadreza-mohammadi94/Transformers-Hub A collection of projects and experiments using Hugging Face's Transformers...	19	Experimental	1	Jupyter Notebook
45	sk8997/pipeline-optimizer Preprocessing infrastructure that simplifies and automates the machine...	19	Experimental	3	Python
46	sayakpaul/count-tokens-hf-datasets This project shows how to derive the total number of training tokens from a...	19	Experimental	27	Python
47	falox/hf-samples How to Run Open Source AI Models from Hugging Face	19	Experimental	3	Jupyter Notebook
48	andrewchee/huggingface-uv-cursor macOS/MPS Hugging Face starter managed by uv; Jupyter, Accelerate, and...	18	Experimental	1	Python
49	kblomdahl/hugging_go Playing go using transformers from huggingface.	18	Experimental	2	Python
50	KonNik88/nlp-playground-notebooks Hands-on NLP notebooks: classic RNNs (LSTM/GRU) and modern transformer-based...	18	Experimental	1	Jupyter Notebook
51	calpt/itrain Ready-to-run training scripts for Transformers and Adapters on >50 NLP tasks	18	Experimental	2	Python
52	geetakingle/Exploring-TAPT-Transformers Exploring Adaptive Pre-Training of Transformer	17	Experimental	1	Jupyter Notebook
53	louisbrulenaudet/logfire-callback A callback for logging training events from Hugging Face's Transformers to Logfire 🤗	17	Experimental	1	Python
54	mldev-ai/NLP-Tasks Solving various NLP tasks using Transfer Learning from the pre-trained...	17	Experimental	1	HTML
55	jcblaisecruz02/pytorch-nlp-tpu NLP Tasks using PyTorch, on Google Cloud TPUs	17	Experimental	1	Jupyter Notebook
56	ashudva/KED Keen Eye & Data	17	Experimental	1	Jupyter Notebook
57	SMMousaviSP/huggingface_transformers_tutorial How to fine-tune transformer models for text classification using Hugging...	17	Experimental	1	Jupyter Notebook
58	andrewneil19/identity_resolution_demo Identity resolution demo in Google Cloud Platform	17	Experimental	—	Jupyter Notebook
59	samkibe/Basics-of-model-development-with-Lightning-PyTorch- One of a kind, hectic	15	Experimental	1	Jupyter Notebook
60	SkywardAI/kimchima Customise neural nets, knowledge distillation and transfer learning collection	14	Experimental	—	Python
61	DimasDMM/transformers Bunch of experiments with Transformers, BERT and GPT-2. Experiments include...	13	Experimental	12	Jupyter Notebook
62	miriusz6/Scan_Experiments The project is a fresh take on experiments from Generalization without...	13	Experimental	—	Jupyter Notebook
63	qlaxd/AutoCursor AutoCursor is a privacy-focused, GPU-accelerated, context-aware AI...	13	Experimental	—	Rust
64	computeur/huggingface-uv-cursor 🚀 Optimize Hugging Face models on macOS with this starter kit, featuring...	13	Experimental	—	—
65	CodeClairvoyant/neuralkit The simplest, fastest repository for training/fine-tuning medium-sized...	13	Experimental	—	—
66	dave21-py/Siri-project Hugging Face demo ⬇️	12	Experimental	1	Jupyter Notebook
67	lucataco/cog-idefics2-8b Cog wrapper for HuggingFaceM4/idefics2-8b	11	Experimental	4	Python
68	sv-v5/train-roberta-ua Tutorial on training a RoBERTa Transformers model from scratch	11	Experimental	3	Python
69	ShayanDarabi/Book-Summaries Welcome to the Book Summaries repository! 📚 Here, you're invited to journey...	11	Experimental	3	Jupyter Notebook
70	GateNLP/python-gatenlp-ml-huggingface Huggingface machine learning for python-gatenlp	11	Experimental	—	Jupyter Notebook
71	nick-konovalchuk/detecting-matching This is a demo of how you can build an ml pipeline with isolated dockerized...	11	Experimental	—	Python
72	m15kh/NLP_With_Transformers_Book Code companion to Natural Language Processing with Transformers by Lewis...	11	Experimental	3	Jupyter Notebook
73	iankuys/nlp-and-ml-experiments Showcases of core machine learning techniques across both traditional and...	11	Experimental	1	Python
74	mazurkin/conda-transformers Conda environment for transformers notebook	11	Experimental	—	Jupyter Notebook
75	mht-sharma/notebooks Machine Learning Notebooks	11	Experimental	—	Jupyter Notebook
76	platzi/nlp Curso de NLP con Transformers	10	Experimental	2	Jupyter Notebook
77	fteufel/hf-train-tpu Train Huggingface LMs on google cloud TPUs.	10	Experimental	2	Python

Comparisons in this category

course and audio-transformers-course (64 vs 61)