GPT Model Fine-Tuning LLM Tools

Tools, frameworks, and tutorials for fine-tuning GPT and GPT-2 models on custom datasets for specialized tasks like code generation, recipe creation, and domain-specific text generation. Does NOT include general LLM frameworks, inference engines, or pre-trained model usage without customization.

There are 29 gpt model fine-tuning tools tracked. The highest-rated is Tencent/PatrickStar at 48/100 with 779 stars.

Get all 29 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=gpt-model-fine-tuning&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	Tencent/PatrickStar PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and...	48	Emerging	779	Python
2	OpenMotionLab/MotionGPT [NeurIPS 2023] MotionGPT: Human Motion as a Foreign Language, a unified...	47	Emerging	1,890	Python
3	wenlu-lab/cMolGPT GPT (Generative Pre-trained Transformer) for de novo molecular design by...	41	Emerging	20	Python
4	OpenMotionLab/MotionGPT3 MotionGPT3: Human Motion as a Second Modality, a MoT-based framework for...	39	Emerging	189	Python
5	SmerkyG/gptcore Fast modular code to create and train cutting edge LLMs	38	Emerging	68	Python
6	YerbaPage/DetectCodeGPT Detection of LLM-Generated Codes [ICSE2025]	38	Emerging	31	Python
7	yongzhuo/MacroGPT-Pretrain macrogpt大模型全量预训练(1b3,32层), 多卡deepspeed/单卡adafactor	36	Emerging	15	Python
8	modernlearner/finetune-gpt3-for-code Fine tuning GPT-3 using a dataset for generating code from prompts	34	Emerging	10	JavaScript
9	arham-kk/gpt2-finetune Fine tuning a text generation model using the GPT-2 architecture and a csv dataset	32	Emerging	13	Jupyter Notebook
10	angeluriot/Language_model An autoregressive language model like ChatGPT.	30	Emerging	68	Python
11	geoai-lab/Geo-knowledge-guided-GPT-models-for-disaster-response Geo-knowledge-guided GPT models for disaster response	29	Experimental	7	Jupyter Notebook
12	mehrdadalmasi2020/Text_Classifier_based_Openai_Community_gpt2 A library that leverages the pre-trained openai-community/gpt2 model for...	29	Experimental	1	Python
13	DorsaRoh/gpt-finetune-kit Fine-tune GPT models ready-to-go	28	Experimental	22	TypeScript
14	mpuig/gpt2-fine-tuning Fine-tune GPT2 to generate fake job experiences	25	Experimental	11	Jupyter Notebook
15	tranquoctrinh/Finetune-GPTJ Fine-tune GPTJ for text generation task	24	Experimental	4	Python
16	ebowwa/openai_finetuning_framework A comprehensive framework for fine-tuning OpenAI models with streamlined...	23	Experimental	1	Python
17	ivfiev/PeekGPT Educational app to illustrate inner workings of transformer models	22	Experimental	1	Go
18	mahendrarathore1742/FinancialGPT FinancialGPT is a small, domain-adapted language model fine-tuned on real...	22	Experimental	1	Jupyter Notebook
19	wielandb/finetune-collect A program that helps collecting, curating and exporting OpenAI fine-tune data	21	Experimental	4	GDScript
20	snoels/fingeit FinGEITje 7B is a large open Dutch financial language model with 7 billion...	20	Experimental	6	Jupyter Notebook
21	LinghaoChan/HumanTOMATO Web page for "🍅HumanTOMATO: Text-aligned Whole-body Motion Generation".	19	Experimental	15	HTML
22	antonioverdi/Text-Generation-GUI Graphical User Interface for 🤗 Transformers Using Flask and Python	19	Experimental	4	Python
23	rskarp/fuzzy-poetry A natural language processing tool to aid writing poetry	19	Experimental	1	TypeScript
24	rskarp/poetry-project Experimental scripts for fuzzy-poetry: A natural language processing tool to...	19	Experimental	1	Python
25	berecat/finetune-gpt3-for-code Fine tuning GPT-3 using a dataset for generating code from prompts	18	Experimental	2	JavaScript
26	lianghsun/hfdrugtutorial This repository shows how to use the Hugging Face Library for molecule generation.	17	Experimental	1	Jupyter Notebook
27	Pragateeshwaran/NeuroFill This Project uses PyTorch to build and train a OpenAI’s GPT-like language...	11	Experimental	1	Python
28	jiatangzhi/gpt2-fine-tuning Explore the art of culinary creation with AI! This repository features a...	11	Experimental	—	Jupyter Notebook
29	dezzai/Spanish-BFF The first AI-only generated dictionary for Spanish.	11	Experimental	—	—

Comparisons in this category

MotionGPT and MotionGPT3 (47 vs 39) gpt2-finetune and gpt2-fine-tuning (32 vs 25)