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synthetic-dataset-generation

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distilabel

argilla-io /distilabel

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

python ai openai synthetic-data synthetic-dataset-generation huggingface llms rlhf rlaif

UpdatedJul 14, 2025
Python

Eladlev /AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration

synthetic-dataset-generation prompt-tuning prompt-engineering

UpdatedApr 10, 2025
Python

curator

bespokelabsai /curator

Synthetic data curation for post-training and structured data extraction

python machine-learning natural-language-processing deep-learning prompt agents synthetic-data fine-tuning synthetic-dataset-generation llm instruction-tuning

UpdatedJul 10, 2025
Python

DataDreamer

datadreamer-dev /DataDreamer

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤

python nlp machine-learning natural-language-processing deep-learning transformers pytorch openai alignment gpt nlp-library synthetic-data fine-tuning synthetic-dataset-generation llm llms llmops instruction-tuning

UpdatedFeb 2, 2025
Python

Unity-Technologies /com.unity.perception

Perception toolkit for sim2real training and validation in Unity

machine-learning computer-vision deep-learning detection perception segmentation object-detection pose-estimation synthetic-dataset-generation domain-randomization

UpdatedNov 8, 2024
C#

BatsResearch /bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

gpt zero-shot-learning domain-adaptation synthetic-data synthetic-dataset-generation llm task-adaptation

UpdatedJul 15, 2025
Python

magpie-align /magpie

[ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data generation pipeline!

nlp paper dataset alignment gemma synthetic-data synthetic-dataset-generation llm supervised-finetuning llama2 qwen2 llama3 phi3

UpdatedMar 17, 2025
Python

nicolas-hbt /pygraft

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

python benchmarking machine-learning schema linked-data rdf semantics semantic-web owl ontology artificial-intelligence knowledge-graph data-generator knowledge-base rdfs graph-generator contributions-welcome synthetic-data ontology-generation synthetic-dataset-generation

UpdatedJul 11, 2024
Python

NVIDIA /Dataset_Synthesizer

NVIDIA Deep learning Dataset Synthesizer (NDDS)

computer-vision deep-learning object-detection pose-estimation synthetic-dataset-generation domain-randomization

UpdatedOct 21, 2020
C++

paulbricman /thisrepositorydoesnotexist

A curated list of awesome projects which use Machine Learning to generate synthetic content.

generative-adversarial-network synthetic-images synthetic-data synthetic-dataset-generation generation-algorithms

UpdatedMar 14, 2023

remyxai /VQASynth

Compose multimodal datasets 🎹

dataset-generation spatial-reasoning synthetic-dataset-generation multimodal-deep-learning multimodal-datasets scene-reconstruction

UpdatedJun 10, 2025
Python

augraphy

sparkfish /augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

machine-learning deep-neural-networks computer-vision image-processing data-augmentation data-pipeline synthetic-data training-data synthetic-dataset-generation augmentation-pipeline crappification

UpdatedJun 20, 2025
Python

StacklokLabs /promptwright

Generate large synthetic data using an LLM

data-science machine-learning ai dataset synthetic-data synthetic-dataset-generation huggingface huggingface-datasets

UpdatedJul 17, 2025
Python

Unity-Technologies /SynthDet

SynthDet - An end-to-end object detection pipeline using synthetic data

machine-learning computer-vision deep-learning detection object-detection pose-estimation synthetic-data synthetic-dataset-generation domain-randomization synthetic-dataset

UpdatedDec 5, 2024
C#

zhenzhiwang /HumanVid

[NeurIPS D&B Track 2024] Official implementation of HumanVid

synthetic-dataset-generation video-generation human-video-generation unreal-engine-5 image-to-video-generation

UpdatedMay 11, 2025
Python

be_great

tabularis-ai /be_great

A novel approach for synthesizing tabular data using pretrained large language models

deep-learning tabular-data transformers data-generation synthetic-data synthetic-dataset-generation

UpdatedJun 26, 2025
Python

PeopleSansPeople

Unity-Technologies /PeopleSansPeople

Unity's privacy-preserving human-centric synthetic data generator

computer-vision deep-learning unity unity3d perception object-detection labeling human-pose-estimation transfer-learning human-activity-recognition pose-estimation synthetic-data synthetic-dataset-generation synthetic-datasets synthetic-data-generation human-centric-ml owner-machine-learning billing-5160 applied-ml-research icml-2022

UpdatedMar 5, 2024
C#

tirthajyoti /pydbgen

Random dataframe and database table generator

python data-science database generator sqlite pandas-dataframe random-generation data-generation sqlite3 fake-data synthetic-data synthetic-dataset-generation

UpdatedJun 9, 2021
Python

fjxmlzn /DoppelGANger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

privacy timeseries time-series generative-adversarial-network gan datasets dataset-generation gans fidelity synthetic-data doppelganger synthetic-dataset-generation synthetic-data-generator synthetic-data-generation

UpdatedNov 3, 2023
Python

davanstrien /awesome-synthetic-datasets

awesome synthetic (text) datasets

ai awesome-list datasets synthetic-data synthetic-dataset-generation llms

UpdatedJul 7, 2025
Jupyter Notebook

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