GPT Multilingual Training LLM Tools

Tools for training GPT models on non-English languages and domain-specific datasets (poetry, regional languages). Does NOT include general English-language GPT implementations, architecture education, or inference-only tools.

There are 112 gpt multilingual training tools tracked. 1 score above 70 (verified tier). The highest-rated is Nixtla/nixtla at 87/100 with 3,792 stars and 123,695 monthly downloads. 1 of the top 10 are actively maintained.

Get all 112 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	Nixtla/nixtla TimeGPT-1: production ready pre-trained Time Series Foundation Model for...	87	Verified	3,792	Jupyter Notebook
2	andrewdalpino/NoPE-GPT A GPT-style small language model (SLM) with no positional embeddings (NoPE).	48	Emerging	8	Python
3	akanyaani/gpt-2-tensorflow2.0 OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0	42	Emerging	263	Python
4	samkamau81/FinGPT_ FinGPT is an AI language model designed to understand and generate financial...	38	Emerging	14	Python
5	VinAIResearch/PhoGPT PhoGPT: Generative Pre-training for Vietnamese (2023)	37	Emerging	798	Python
6	teddykoker/image-gpt PyTorch Implementation of OpenAI's Image GPT	36	Emerging	260	Python
7	sigdelsanjog/gptmed pip install gptmed	35	Emerging	1	Python
8	alibaba/graph-gpt Generative Pre-trained Graph Eulerian Transformer [ICML2025]	35	Emerging	101	Python
9	LIYUESEN/druggpt DrugGPT: A GPT-based Strategy for Designing Potential Ligands Targeting...	35	Emerging	122	Python
10	milmor/GPT Implementation of Generative Pretrained Transformer Model in Tensorflow / Keras	33	Emerging	34	Python
11	aaron-wheeler/MarketGPT MarketGPT: Developing a Pre-trained transformer (GPT) for Modeling Financial...	33	Emerging	17	Jupyter Notebook
12	AspirinCode/iupacGPT IUPAC-based large-scale molecular pre-trained model for property prediction...	31	Emerging	11	Jupyter Notebook
13	mkt1412/GraspGPT_public code implementation of GraspGPT and FoundationGrasp	31	Emerging	143	Python
14	hunar4321/reweight-gpt Reweight GPT - a simple neural network using transformer architecture for...	31	Emerging	56	Jupyter Notebook
15	abhaskumarsinha/Corpus2GPT Corpus2GPT: A project enabling users to train their own GPT models on...	27	Experimental	7	Jupyter Notebook
16	duydvu/gpt-j-6B-vietnamese-news-api Vietnamese GPT-J API service deployed with Docker & Helm chart	27	Experimental	10	Python
17	BanglaGPT/bangla-gpt Training code for BanglaGPT model	26	Experimental	6	Python
18	Koziev/verslibre Using transformers to generate Russian poetry	26	Experimental	37	Python
19	MetaTrustLabs/GPTScan Indexing three datasets for GPTScan	25	Experimental	65	Python
20	tufts-ml/G2PT Graph generative pre-trained transformer	25	Experimental	19	Python
21	brown-palm/AntGPT Official code implemtation of paper AntGPT: Can Large Language Models Help...	25	Experimental	29	Python
22	ariannamethod/postgpt GPT with metaweights: weights that don't actually exist	25	Experimental	3	Python
23	PointsCoder/GPT-Driver Learning to Drive with GPT	25	Experimental	297	Python
24	Rishikesh-Jadhav/Video-Compression-and-Future-Prediction-Using-GPT This repository presents a project focused on advanced video compression and...	24	Experimental	3	Jupyter Notebook
25	n4ze3m/footgpt FootGPT is a GPT-based language model for football news	24	Experimental	3	Python
26	fraserlove/gpt-alpha GPT-α is a 124 million parameter decoder-only language model following the...	24	Experimental	3	Python
27	jmaczan/gpt Generative Pre-trained Transformer in PyTorch from scratch	24	Experimental	3	Python
28	MauroCE/DanteGPT DanteGPT	24	Experimental	3	Python
29	VachanVY/gpt.jax Generative Pretrained Model (GPT) in JAX. A step by step guide to train LLMs...	24	Experimental	4	Python
30	creatorrr/cryptgpt Pretrain a model on ciphered text so only you can use it	24	Experimental	4	Python
31	VanekPetr/my-own-GPT A simple PyTorch re-implementation of the OpenAI GPT (Generative Pretrained...	24	Experimental	3	Python
32	xavierzheng/pxgpt Phenotype eXplore GPT. Use multimodel LLM for structural plant phenotyping	24	Experimental	1	Python
33	PetropoulakisPanagiotis/gpt-practice GPT code - I completed the tutorial for building GPT components by Andrej...	24	Experimental	3	Jupyter Notebook
34	berkerdemirel/GPT-from-scratch Re-implementation of Andrej Karpathy's nanoGPT	23	Experimental	16	Python
35	s4m-mo/tf-gpt A TensorFlow implementation of GPT.	23	Experimental	2	Python
36	xtreamsrl/build-your-own-gpt Repository for the AMLD 2024 Workshop "At the cutting edge of Generative AI...	22	Experimental	19	Jupyter Notebook
37	amskit/in-naamgpt Generate authentic-sounding Hindi names using a minimalist GPT built from...	22	Experimental	—	JavaScript
38	nguyenphuminh/planckgpt Train a GPT from scratch on your laptop	22	Experimental	4	Python
39	pguso/gpt-from-scratch Implementation of a small GPT-style transformer from scratch in PyTorch....	22	Experimental	4	Python
40	nirajsaran2/AdTextGeneration Text Generator for Amazon Ads. Use Natural Language Generation (NLG)...	22	Experimental	1	Jupyter Notebook
41	aaditya29/GPT-2-124M- Reproducing GPT-2 (124M) from Scratch in PyTorch	21	Experimental	2	Python
42	gromdimon/beLLM beLLM: GPT for belarusian language	21	Experimental	8	Python
43	ksupasate/GPTForAnything This is a repository aimed at promoting open-source contributions for...	21	Experimental	6	Jupyter Notebook
44	mkashirin/cattode Lil GPT and BPE built from scratch using PyTorch.	20	Experimental	1	Python
45	DanielPuentee/gpt-from-zero Create your own GPT model from scratch	20	Experimental	1	Jupyter Notebook
46	jbxamora/reversenanogpt A minimal character-level language model using Transformer architecture in PyTorch	20	Experimental	9	Jupyter Notebook
47	Pacatro/gpoetry A tiny GPT model to generate spanish poetry	20	Experimental	1	Python
48	muhammad-fiaz/gpt A simple implementation based on the "Attention is All You Need" paper,...	20	Experimental	1	Python
49	Laz4rz/GPT-2 Following Karpathy with GPT-2 implementation and training, writing lots of...	19	Experimental	171	Jupyter Notebook
50	LongpanZhou/Pat-GPT This is a GPT model but brain rot rizzler... Implements standard GPT-2...	19	Experimental	—	Python
51	Uokoroafor/gpt_from_scratch This is a PyTorch implementation of a smaller version of the GPT model	19	Experimental	—	Jupyter Notebook
52	mjub/nlab-gpt A small, custom GPT trained on nLab text, with an analysis of emergent...	19	Experimental	—	Jupyter Notebook
53	daparasyte/GPT-Models-Text-Generation Google Colab demos on how to use lighter GPT model versions to generate text...	18	Experimental	3	Jupyter Notebook
54	saforem2/wordplay Playing with words	18	Experimental	4	Python
55	mohd-faizy/GPT1-From-Scratch This project implements GPT-1 using PyTorch, focusing on foundational...	18	Experimental	4	Python
56	jwchoi95/GPT_MLP Official source codes for implementing "Accelerating materials language...	17	Experimental	2	Jupyter Notebook
57	antonio-f/GPT_from_scratch Very simple implementation of GPT architecture using PyTorch and Jupyter.	17	Experimental	4	Jupyter Notebook
58	sumo1/gpt-reproduction-SFT-RLHF OpenAI...	16	Experimental	1	Jupyter Notebook
59	ashishsalunkhe/DickensSpeaks Text Generation trained on the Short Stories of Charles Dickens using RNN,...	16	Experimental	3	Jupyter Notebook
60	abdullateefv/PeptideGPT GPT powered plugin & fine tuned model for natural language interaction with...	16	Experimental	3	Jupyter Notebook
61	zhoucaiNi/poet-gpt-2 Generative LLM specifically trained to generate poems This LLM uses...	16	Experimental	4	Jupyter Notebook
62	mytechnotalent/gpt_from_scratch This notebook builds a complete GPT (Generative Pre-trained Transformer)...	16	Experimental	1	Jupyter Notebook
63	Michaelgathara/GPT FineWeb-EDU trained Billion+ Parameter Model	16	Experimental	14	Python
64	betogaona7/gptpose GPT pose image generator to condition SD models with ControlNet OpenPose	16	Experimental	4	Python
65	Ankit9424-prog/Nepali-GPT A GPT-2 language model trained from scratch on Nepali text using PyTorch	16	Experimental	2	Jupyter Notebook
66	yogeshHax/Big_Dragon_Hatchling BDH-Dragon: A custom dual-GPU Transformer model optimizing RoPE for...	15	Experimental	1	Python
67	UgurKap/gpt-implementation This repository contains my personal implementation and experiments while...	15	Experimental	—	Jupyter Notebook
68	billh0420/MathAssertGPT Create a Generative Pretrained Transformer model for Metamath to generate...	15	Experimental	—	Jupyter Notebook
69	B4S1C-Coder/GPT-2-from-scratch GPT-2 Implementation using only PyTorch and Tiktoken	15	Experimental	—	Python
70	fostiropoulos/ReGPT Code for our work published at ICJAI 2023 Workshop on Knowledge-Based...	15	Experimental	2	Python
71	mcpeixoto/gpt Implementation of a scalled down ChatGPT-like transformer pretraining using PyTorch	15	Experimental	2	Jupyter Notebook
72	iug-htw/GPTAndPrejudice Research framework for training and interpreting a custom GPT-style language...	13	Experimental	2	Jupyter Notebook
73	ammarhydr/MobilityGPT PyTorch implementation of MobilityGPT model: https://arxiv.org/abs/2402.03264	13	Experimental	5	Python
74	kalvin807/sherlock an attempt to generate code change from issue using LLM	13	Experimental	5	Jupyter Notebook
75	koayon/atp_star PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)	12	Experimental	20	Python
76	AlexGidiotis/gpt-light The easiest repo for building GPT applications.	12	Experimental	4	Python
77	HoangHao1009/hminiGPT Pre-train GPT model by your txt	12	Experimental	3	Jupyter Notebook
78	derinworks/penr-oz-gpt-example Implementation of an example GPT for understanding how next character is...	12	Experimental	1	Python
79	sigdelsanjog/code-llm pip install gptgpt	12	Experimental	1	Python
80	SCCSMARTCODE/gpt2-from-scratch A fundamental implementation of the GPT-2 architecture from scratch,...	12	Experimental	1	Jupyter Notebook
81	sszzz830/TensorFlow-in-GPT-4-advanced-data-analysis-mode Install TensorFlow Lite on GPT-4 (advanced data analysis mode), or any other...	11	Experimental	2	—
82	HomebrewML/HomebrewNLP-MTF HomebrewNLP in Mesh-TensorFlow flavour for distributed TPU training	11	Experimental	—	Python
83	lewisnjue/gpt-2 gpt-2	11	Experimental	—	Jupyter Notebook
84	purang2/GPT OpenAI GPT, Generative Pre-Training	11	Experimental	2	Jupyter Notebook
85	hnliu-git/GPTagger GPTagger: Extract accurate text tags with the power of GPT.	11	Experimental	2	Python
86	ravijo/TrumpGPT A GPT model trained to mimic Donald Trump's style - just for fun	11	Experimental	—	Jupyter Notebook
87	ravijo/GPT101 Getting started with GPT for language modeling	11	Experimental	—	Jupyter Notebook
88	MrFishPL/gpt I built this repo to prove to my granny that I can implement GPT.	11	Experimental	—	Python
89	patrykniemczyk/gpt A minimal from-scratch implementation of the GPT architecture with BPE...	11	Experimental	—	Python
90	billh0420/ClaimGPT250203 Create a Generative Pretrained Transformer model for Metamath	11	Experimental	—	Python
91	BlazeWild/GPT_FROM_SCRATCH Minimal GPT implementation from scratch using PyTorch — trains a...	11	Experimental	—	Jupyter Notebook
92	alphatechlogics/FaseehGPT FaseehGPT is an advanced pipeline for training a GPT-style language model...	11	Experimental	—	Jupyter Notebook
93	onemriganka/GPT-0.5m A 0.5 million parameter character-level Transformer model in PyTorch, base...	11	Experimental	—	Jupyter Notebook
94	MariuszAndziak/baselineGPT Basic GPT functionality written from scratch. Project made for educational...	11	Experimental	—	Jupyter Notebook
95	KunkelAlexander/lets-play-with-gpts Explore GPTs based on a series of Youtube videos.	11	Experimental	—	Jupyter Notebook
96	suryanshgupta9933/Hindi-GPT Hindi GPT is a transformer based language model trained on Hindi Oscar...	11	Experimental	—	Jupyter Notebook
97	Alvaro8gb/BERTvsGPT GPT for medical entity recognition in Spanish	11	Experimental	—	Jupyter Notebook
98	den1ksk/GPTClimat GPT model for climate analysis	10	Experimental	1	Jupyter Notebook
99	wansiqing1226/Younker_CISSP_GPT A GPT model using fine-tuning techniques for the purpose of CISSP study.	10	Experimental	1	HTML
100	binoydipu/kobigpt KobiGPT is a character-level GPT language model trained exclusively on the...	10	Experimental	3	Jupyter Notebook
101	azimonti/gpt-playground My playground for Generative Pre-trained Transformer (GPT) implementation	10	Experimental	1	Python
102	RISHIT7/GPT-From-Scratch A repository that aims to model and train a GPT from scratch.	10	Experimental	1	Jupyter Notebook
103	Manas02/ScaffoldGPT Scaffold Generative Pretraining	10	Experimental	1	Jupyter Notebook
104	MiSaengg/gunhee-RnD-space R&D for datasets for book genres	10	Experimental	1	Jupyter Notebook
105	zilaeric/othello-gpt-probing Training and exploration of linear probes into Othello-GPT by Li et al. (2022)	10	Experimental	1	Jupyter Notebook
106	mytechnotalent/ToyGPT ToyGPT, inspired by Andrej Karpathy’s GPT from scratch, creates a toy...	10	Experimental	1	Jupyter Notebook
107	tedoaba/GPT-from-scratch GPT Model from scratch	10	Experimental	1	Python
108	fraserlove/gpt-base GPT-base is a basic decoder-only language model following the architecture...	10	Experimental	4	Python
109	hrithiksagar/Reproducing-GPT-2 Reproducing GPT-2 (124M) from scratch, following Mr. Karpathy's tutorial.	10	Experimental	1	Roff
110	ES7/GPT-from-Scratch In this repository, I have created the GPT architecture, provided the code...	10	Experimental	1	Jupyter Notebook
111	abdussahid26/GPT-2-Model-from-Scratch-to-Generate-Text Implementation of a GPT-2 model from scratch for text generation. This...	10	Experimental	1	Jupyter Notebook
112	iamNCJ/YuanGPT GPT-like Large Language Model Pretrained on Inspur's Yuan Dataset	10	Experimental	1	Python

Comparisons in this category

nixtla and MarketGPT (87 vs 33)