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 65 huggingface learning resources models tracked. 5 score above 50 (established tier). The highest-rated is huggingface/course at 67/100 with 3,771 stars. 2 of the top 10 are actively maintained.

Get all 65 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	huggingface/course The Hugging Face course on Transformers	67	Established	3,771	MDX
2	NielsRogge/Transformers-Tutorials This repository contains demos I made with the Transformers library by HuggingFace.	64	Established	11,519	Jupyter Notebook
3	azukds/tubular Python package implementing ML feature engineering and pre-processing for...	57	Established	93	Python
4	rickiepark/nlp-with-transformers <트랜스포머를 활용한 자연어 처리> 예제 코드를 위한 저장소입니다.	56	Established	144	Jupyter Notebook
5	huggingface/audio-transformers-course The Hugging Face Course on Transformers for Audio	54	Established	486	MDX
6	OscarKjell/text Using Transformers from HuggingFace in R	44	Emerging	157	R
7	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
8	huggingface/awesome-huggingface 🤗 A list of wonderful open-source projects & applications integrated with...	38	Emerging	1,055	—
9	domschl/HuggingFaceGuidedTourForMac A guided tour on how to use HuggingFace large language models on Macs with...	38	Emerging	201	Jupyter Notebook
10	Arunprakash-A/DL-Pytorch-Workshop Develop DL models using Pytorch and Hugging Face	37	Emerging	42	—
11	HugAILab/HugNLP CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP...	37	Emerging	393	Python
12	sinanuozdemir/oreilly-huggingface-tour A Crash Course in Hugging Face	36	Emerging	63	Jupyter Notebook
13	sinanuozdemir/oreilly-pytorch-dl Code for Deep Learning for Modern AI	36	Emerging	49	Jupyter Notebook
14	sinanuozdemir/oreilly-ai-pipelines Designing and Deploying LLM Pipelines	35	Emerging	37	Jupyter Notebook
15	somosnlp/nlp-de-cero-a-cien Curso práctico: NLP de cero a cien 🤗	34	Emerging	190	Jupyter Notebook
16	ARUNAGIRINATHAN-K/huggingface-on-aws Deploy and train Hugging Face models on AWS — SageMaker, Bedrock, ECS, EKS, and more.	34	Emerging	8	—
17	nlp-with-transformers/website Website for the Natural Language Processing with Transformers book	28	Experimental	28	HTML
18	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...	28	Experimental	71	—
19	Ankur3107/nlp_notebooks Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.	28	Experimental	78	Jupyter Notebook
20	nipunsadvilkar/roberta-base-mr RoBERTa Marathi Language model trained from scratch during huggingface 🤗 x ...	28	Experimental	28	Python
21	nestordemeure/stop_word Huggingface transformers stopping criteria that halts the generation when a...	27	Experimental	9	Python
22	datawhalechina/unlock-hf 解锁HuggingFace生态的百般用法	25	Experimental	98	HTML
23	MartinaHutter/yaskawa-voice-commands NLP for yaskawa robot	24	Experimental	3	Python
24	sukrazit/nlp-playground-notebooks 🚀 Explore NLP with hands-on notebooks for RNNs and Transformers, featuring...	24	Experimental	—	Jupyter Notebook
25	voidful/nlp2go 🏃 hosting nlp models in one line	23	Experimental	20	CSS
26	voxel51/fiftyone-huggingface-plugins Hugging Face Plugins for FiftyOne	23	Experimental	2	Python
27	lordtt13/transformers-experiments All my experiments with the various transformers and various transformer...	23	Experimental	14	Jupyter Notebook
28	yukyunglee/transformers-resources huggingface transformers tutorial, code, resources	21	Experimental	26	Jupyter Notebook
29	ayoolaolafenwa/TrainNLP Sample tutorials for training Natural Language Processing Models with Transformers	21	Experimental	22	Python
30	wjn1996/HugNLP HugNLP is a unified and comprehensive NLP library based on HuggingFace...	21	Experimental	241	Python
31	Losif01/text-preprocessing-to-transformers-NLP-notes This repo is my personal notes from the Stanford NLP course, and i currently...	21	Experimental	22	—
32	thevasudevgupta/transformers-adapters This repositary hosts my experiments for the project, I did with OffNote Labs.	20	Experimental	10	Python
33	dimitreOliveira/hf_tf_serving_examples Simple examples of serving HuggingFace models with TensorFlow Serving	20	Experimental	16	Python
34	GGBond2424648901/transformers-29-tasks 🎨 Transformers实战训练项目 -...	20	Experimental	1	Python
35	andrewneil19/identity_resolution_demo Identity resolution demo in Google Cloud Platform	19	Experimental	—	Jupyter Notebook
36	rohanmistry231/Transformers-Hugging-Face-Interview-Preparation A curated resource for mastering Transformers and Hugging Face libraries,...	16	Experimental	14	Python
37	IvanMao714/Transformers Huggingface Transformers Tutorial	16	Experimental	4	Jupyter Notebook
38	IsmaelMousa/playing-with-finetuning Practice fine-tuning a Pretrained Transformers model from Hugging Face using...	16	Experimental	4	Jupyter Notebook
39	Yahnnosh/Exploring-Model-Fusion-with-Optimal-Transport-on-Transformers Project for the course "Deep Learning" 2022 at ETH Zurich	16	Experimental	3	Jupyter Notebook
40	shyamcody/nlp-experiments I will try small experiments on older state of the art models like bart, t5...	16	Experimental	3	Jupyter Notebook
41	ParagEkbote/hf-model-inspector A package and gh-action to generate quality reports on Hugging Face model...	16	Experimental	1	Python
42	anyantudre/NLP-Course-Hugging-Face This course will teach you about Natural Language Processing (NLP) using...	15	Experimental	2	Jupyter Notebook
43	hyeonsangjeon/colab-tensorflow-tpu-example colab-tensorflow-tpu-example	15	Experimental	6	Jupyter Notebook
44	computeur/huggingface-uv-cursor 🚀 Optimize Hugging Face models on macOS with this starter kit, featuring...	14	Experimental	—	—
45	CodeClairvoyant/neuralkit The simplest, fastest repository for training/fine-tuning medium-sized...	14	Experimental	—	—
46	NaxAlpha/docnet A deep learning production hello world using Docker (+Compose).	14	Experimental	1	Jupyter Notebook
47	foyzulkarim/transformers-tasks Examples and tutorials demonstrating various NLP tasks using HuggingFace...	13	Experimental	5	Python
48	sayakpaul/count-tokens-hf-datasets This project shows how to derive the total number of training tokens from a...	12	Experimental	27	Python
49	andrewchee/huggingface-uv-cursor macOS/MPS Hugging Face starter managed by uv; Jupyter, Accelerate, and...	12	Experimental	1	Python
50	falox/hf-samples How to Run Open Source AI Models from Hugging Face	12	Experimental	3	Jupyter Notebook
51	mohammadreza-mohammadi94/Transformers-Hub A collection of projects and experiments using Hugging Face's Transformers...	12	Experimental	1	Jupyter Notebook
52	KonNik88/nlp-playground-notebooks Hands-on NLP notebooks: classic RNNs (LSTM/GRU) and modern transformer-based...	12	Experimental	1	Jupyter Notebook
53	sk8997/pipeline-optimizer Preprocessing infrastructure that simplifies and automates the machine...	12	Experimental	3	Python
54	SkywardAI/kimchima Customise neural nets, knowledge distillation and transfer learning collection	12	Experimental	—	Python
55	qlaxd/AutoCursor AutoCursor is a privacy-focused, GPU-accelerated, context-aware AI...	11	Experimental	—	Rust
56	miriusz6/Scan_Experiments The project is a fresh take on experiments from Generalization without...	11	Experimental	—	Jupyter Notebook
57	pr0mila/huggingface-revolution Hugging Face is a leading open-source platform for AI and machine learning....	11	Experimental	—	—
58	calpt/itrain Ready-to-run training scripts for Transformers and Adapters on >50 NLP tasks	11	Experimental	2	Python
59	kblomdahl/hugging_go Playing go using transformers from huggingface.	11	Experimental	2	Python
60	louisbrulenaudet/logfire-callback A callback for logging training events from Hugging Face's Transformers to Logfire 🤗	10	Experimental	1	Python
61	geetakingle/Exploring-TAPT-Transformers Exploring Adaptive Pre-Training of Transformer	10	Experimental	1	Jupyter Notebook
62	jcblaisecruz02/pytorch-nlp-tpu NLP Tasks using PyTorch, on Google Cloud TPUs	10	Experimental	1	Jupyter Notebook
63	ashudva/KED Keen Eye & Data	10	Experimental	1	Jupyter Notebook
64	mldev-ai/NLP-Tasks Solving various NLP tasks using Transfer Learning from the pre-trained...	10	Experimental	1	HTML
65	SMMousaviSP/huggingface_transformers_tutorial How to fine-tune transformer models for text classification using Hugging...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

course and audio-transformers-course (67 vs 54)