Synthetic Data Generation Transformer Models

There are 13 synthetic data generation models tracked. The highest-rated is VikParuchuri/textbook_quality at 43/100 with 509 stars.

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#	Model	Score	Tier	Stars	Language
1	VikParuchuri/textbook_quality Generate textbook-quality synthetic LLM pretraining data	43	Emerging	509	Python
2	dmanuel64/codablellm A framework for creating and curating high-quality code datasets tailored...	42	Emerging	3	Python
3	BhabhaAI/dataformer Solving data for LLMs - Create quality synthetic datasets!	38	Emerging	151	Python
4	BothBosu/Synthetic-Data-for-Scam-Detection-Leveraging-LLMs-to-Train-Deep-Learning-Models This repository contains the source code and synthetic datasets used in the...	32	Emerging	6	Jupyter Notebook
5	iiis-ai/TemplateMath [ICLR 2025 DATA-FM] Training and Evaluating Language Models with...	25	Experimental	13	Python
6	MichiganNLP/depression_synthetic_data Can LMs generate useful synthetic data for the mental health domain?	22	Experimental	6	Jupyter Notebook
7	nphdang/Pred-LLM Generating tabular data via Large Language Models (LLMs)	22	Experimental	6	Python
8	ZEKE320/llm-dataset-generator The LLM Dataset Generator is an open source tool for generating text data...	20	Experimental	6	Jupyter Notebook
9	daspartho/DistillClassifier Easily generate synthetic data for classification tasks using LLMs	18	Experimental	2	Python
10	AikyamLab/regtext A framework to generate unlearnable text data	18	Experimental	2	Python
11	benjaminr/gendantic Generate synthetic data using Pydantic Models and LLMs	14	Experimental	1	Jupyter Notebook
12	windblow32/DATE Exploring the Heterogeneity of Tabular Data: A Diversity-aware Data...	12	Experimental	1	Python
13	dannylee1020/pyper Synthetic data generation for LLM instruction tuning	11	Experimental	4	Python