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datadreamer-dev/DataDreamer

DataDreamer

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

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Builder

datadreamer-dev

datadreamer-dev • individual

Stars

1,106

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Forks

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Jun 2, 2023

Project creation date

README Summary

DataDreamer is a Python framework designed to streamline the process of generating synthetic data through prompts and training/aligning machine learning models. It provides tools for prompt-based data generation and model fine-tuning workflows. The framework aims to simplify the synthetic data pipeline from generation to model training.

AI Dev Skills

Unmapped

Synthetic Data GenerationModel Fine-tuningPrompt EngineeringLarge Language Model TrainingModel AlignmentData AugmentationMachine Learning Pipeline Development

Taxonomy

AI Trends

Synthetic Data Model Alignment Prompt Engineering Custom Model Training

Deployment Context

Self-hosted Cloud API

Modalities

Text

Skill Areas

Synthetic Data Generation Model Fine-tuning Prompt Engineering Large Language Model Training Model Alignment Data Augmentation Machine Learning Pipeline Development

Use Cases

Synthetic Dataset Creation Model Fine-tuning Workflows AI Training Data Generation Prompt-based Data Augmentation Custom Model Training Pipelines

Recent Activity

Updated 1 years ago

7 Days

30 Days

90 Days

Quality

prototype

Quality: medium
Maturity: prototype

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created: Jun 2, 2023
Forked: Mar 22, 2026
Your last push: 1 years ago
Upstream last push: 1 years ago
Tracked since: Feb 2, 2025

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