Nano GPT Variants LLM Tools

Educational and specialized implementations of nanoGPT, including language-specific versions, framework ports, and domain-adapted models. Does NOT include general GPT implementations, larger models, or tools that use GPT as a component rather than implementing the architecture from scratch.

There are 69 nano gpt variants tools tracked. The highest-rated is vixhal-baraiya/microgpt-c at 49/100 with 234 stars.

Get all 69 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=nano-gpt-variants&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	vixhal-baraiya/microgpt-c The most atomic way to train and inference a GPT in pure, dependency-free C	49	Emerging	234	C
2	milanm/AutoGrad-Engine A complete GPT language model (training and inference) in ~600 lines of pure...	46	Emerging	332	C#
3	dubzdubz/microgpt-ts A complete GPT built from scratch in TypeScript with zero dependencies	43	Emerging	28	TypeScript
4	LeeSinLiang/microGPT Implementation of GPT from scratch. Design to be lightweight and easy to modify.	39	Emerging	113	Python
5	ssrhaso/microjpt The most atomic way to train and run inference for a GPT in 100 lines of...	39	Emerging	98	Julia
6	danilop/micro-gpt-and-beyond Six implementations of the same tiny GPT language model — from pure Python...	37	Emerging	4	Python
7	alicetinkaya76/microgpt-academy 🧠 Interactive GPT/Transformer Learning Platform — İnteraktif GPT/Transformer...	36	Emerging	11	JavaScript
8	chanjoongx/microgpt-efficiency "Everything else is just for efficiency." — Karpathy's microgpt benchmarked...	36	Emerging	11	Python
9	enescang/microgpt-visualizer Interactive visualization of a minimal GPT implementation with autograd engine.	35	Emerging	89	TypeScript
10	biegehydra/NanoGptDotnet A miniature large language model (LLM) that generates shakespeare like text...	33	Emerging	41	C#
11	Kuberwastaken/picogpt GPT in a QR Code ; The actual most atomic way to train and inference a GPT...	33	Emerging	119	HTML
12	Troyonyx/onyxGPT Modular, fine-tuneable financial GPT for Troyonix, based on nanoGPT. Apple...	32	Emerging	1	Python
13	mahmudulyeamim/GraDeT-HTR [EMNLP 2025 System Demonstrations] GraDeT-HTR: A Resource-Efficient Bengali...	31	Emerging	3	Python
14	ckaraneen/micrograduate 📖 A self-contained course to learn the basics of neural networks: from...	30	Emerging	13	Jupyter Notebook
15	eniompw/nanoGPTshakespeare finetuning shakespeare on karpathy/nanoGPT	29	Experimental	22	Jupyter Notebook
16	ahmedkhn0611-hash/Tiny-GPT-on-Vortex-GPGPU-for-AMD-Alveo-U280 Exploring capabilites of RISC-V open source GPGPU to handle AI/ML workloads	29	Experimental	2	Verilog
17	maxencefaldor/nanoGPT-JAX Repository nanoGPT from @karpathy accelerated with JAX/Flax! The simplest,...	27	Experimental	9	Jupyter Notebook
18	e-hossam96/arabic-nano-gpt Arabic Nano GPT Trained on Arabic Wikipedia Dataset from Wikimedia	26	Experimental	3	Jupyter Notebook
19	marella/gptj.cpp Port of GPT-J model in C/C++	26	Experimental	11	C++
20	smimram/ocaml-microgpt An OCaml implementation of microGPT.	25	Experimental	3	OCaml
21	aneesh-aparajit/fedGPT An implementation of training nanoGPT through Federated Learning and...	25	Experimental	4	Jupyter Notebook
22	sna1lBoy/snailGPT mirror of https://codeberg.org/snailboy/snailGPT	24	Experimental	3	C
23	siyampangase234-arch/microgpt.js ⚡ Implement an exact GPT training and inference algorithm in pure JavaScript...	23	Experimental	1	JavaScript
24	LumGenLab/LumGPT Transformer (GPT) implemented from scratch in C++. Runs on modest hardware...	23	Experimental	5	C++
25	gicrisf/microgpt-lisp Common Lisp implementation of Karpathy's Microgpt	22	Experimental	3	Common Lisp
26	mytechnotalent/python_zero_to_hero A comprehensive tutorial covering Python basics, data structures, functions...	22	Experimental	3	Jupyter Notebook
27	jamone-de/jamone-nano-CAGS Interactive Training Dashboard & CAGS-Operator Verification for JamOne Nano.	22	Experimental	—	Python
28	cgao96/nanoGPT.jax The simplest, fastest repository for training/finetuning medium-sized GPTs in Jax.	22	Experimental	7	Python
29	xigh/numpy-gpt2 A minimal GPT-2 inference implementation using NumPy only.	22	Experimental	4	Python
30	DennisRemigio/Verso-GPT-e-oltre Corso completo in Intelligenza Artificiale Generativa, a partire da zero	21	Experimental	2	Jupyter Notebook
31	mmellau/microgpt-swift Swift port of Karpathy's microgpt.py	20	Experimental	1	Swift
32	AttentionX/testGPT Test-driven implementation of nanoGPT	20	Experimental	16	Python
33	deepanwadhwa/nanogpt-Audio An experimental nanogpt fork that learns to speak Shakespeare by modeling...	20	Experimental	13	Python
34	k-arindam/microgpt microGPT	20	Experimental	1	Rust
35	StoneCypher/microgpt.ts A conversion of Karpathy's MicroGPT to Typescript	20	Experimental	1	TypeScript
36	sobitkarki1/nanogpt-august Jupyter notebook nanoGPT training experiments (August 2024)	19	Experimental	—	Jupyter Notebook
37	skyvanguard/GPT-Visual Visualización 3D interactiva de inferencia de transformers GPT	19	Experimental	—	TypeScript
38	micrograduate-book/micrograduate-book.github.io 📖 A self-contained course to learn the basics of neural networks: from...	19	Experimental	—	—
39	sobitkarki1/nanogpt-august-copy Working copy of the August nanoGPT notebook for parallel experimentation	19	Experimental	—	Jupyter Notebook
40	Antimatter543/karpathy-NN-lectures My runthrough of karpathy's lectures (with notes), building NN's from...	19	Experimental	10	Jupyter Notebook
41	davidar/eigenGPT Minimal C++ implementation of GPT2	18	Experimental	41	C++
42	jianlingzhong/nanoGPT-cpp This repository is a C++ port of Andrej Karpathy's phenomenal nanoGPT.	17	Experimental	2	C++
43	Auxeno/fable A compact story telling language model	16	Experimental	1	Python
44	Chi-Shan0707/microgpt.cpp microgpt.cpp in 300 lines!	16	Experimental	2	C++
45	jpleboeuf/nimigpt The most atomic way to train and run inference for a GPT in pure,...	15	Experimental	1	Nim
46	hrzn/prot-gpt Nano Prot GPT: NanoGPT on protein sequences	15	Experimental	21	Jupyter Notebook
47	shitian-ni/CUDA-GPT CUDA and algorithmic acceleration for GPT image template matching	14	Experimental	7	C++
48	NotShrirang/QuillGPT Implementation of the GPT decoder block in PyTorch finetuned on Shakespeare's works 🪶	14	Experimental	9	Jupyter Notebook
49	vaibhavnegi123/microgpt 🚀 Implement a minimal GPT with both Python and CUDA versions, optimized for...	14	Experimental	—	HTML
50	huyhuy091/microgpt-c Create tiny specialist models that outperform single models on focused tasks...	14	Experimental	—	—
51	Antonel098/microgpt-visualizer 🔍 Visualize and explore GPT models step-by-step with an interactive tool...	14	Experimental	—	TypeScript
52	shakedzy/nanogpt My personal implementation of Andrej Karpathy's NanoGPT, also translated to MLX	13	Experimental	5	Jupyter Notebook
53	brianberns/ModestGpt A modest GPT written in F#	13	Experimental	8	F#
54	altsoph/plays_remarker A simple approach to generate authors' remarks for any play dialog...	12	Experimental	4	Jupyter Notebook
55	AlexPetrusca/softgrad Lightweight, educational deep learning framework for Apple Silicon	12	Experimental	1	Python
56	nguyenphuminh/shakespeare-lm A tiny model to generate Shakespeare-style text, written in Catniff	12	Experimental	1	JavaScript
57	duttaturja/nanoGPT An implementation of OpenAi's GPT-2 (124M) from scratch using pytorch	11	Experimental	—	Jupyter Notebook
58	IvanBongiorni/shakespeare-gpt How to build a custom GPT for text generation, based on TensorFlow 2.x and...	11	Experimental	—	Python
59	SuryaNarayanaa/Build-GPT Lo, behold this wondrous contrivance—a digital bard, imbued with the spirit...	11	Experimental	—	Jupyter Notebook
60	Mithun-033/GPT-Poem A GPT-style decoder-only Transformer built and trained from scratch for...	11	Experimental	—	Jupyter Notebook
61	ramanakshay/nanogpt nanoGPT model from scratch	11	Experimental	2	Python
62	vijaysai1102/nanoGPT_repo Comprehensive hyperparameter tuning study of nanoGPT exploring block sizes,...	11	Experimental	—	Jupyter Notebook
63	karthiksai109/neural-networks-zero-to-hero Comprehensive notes and implementations from Andrej Karpathy's Neural...	11	Experimental	—	—
64	IdrikSirk/micro-gpt-and-beyond 🤖 Explore tiny GPT models with step-by-step Python and framework...	11	Experimental	—	—
65	jaltez/microgpt-visual Interactive, step-by-step visualization of Andrej Karpathy's microgpt.py	11	Experimental	—	JavaScript
66	snackapps/microgpt-nim A minimalist GPT implementation in Nim inspired by Karpathy's makemore....	11	Experimental	—	Nim
67	eniompw/DisneyGPT Training nanoGPT on Disney stories	11	Experimental	2	Jupyter Notebook
68	aliosmankaya/shakespeare-gpt Infinite Shakespeare Plays by GPT	10	Experimental	1	Python
69	thisisanshgupta/KAN_based_GPT This is a GPT model from nanoGPT but with a twist of KAN:)	10	Experimental	1	Python

Comparisons in this category

microGPT and micro-gpt-and-beyond (39 vs 37)