GENESYS: The Future of Synthetic Data Generation Unveiled

Published On Fri Mar 28 2025
GENESYS: The Future of Synthetic Data Generation Unveiled

Prime Intellect | LinkedIn

Prime Intellect democratizes AI development at scale. Our platform makes it easy to find global compute resources and train state-of-the-art models through distributed training across clusters. Collectively own the resulting open AI innovations, from language models to scientific breakthroughs.

Introducing SYNTHETIC-1

Join us to contribute compute towards state-of-the-art open reasoning models. Today, we release:

  • SYNTHETIC-1: 1.4 million high-quality tasks & verifiers
  • Public synthetic data run - allowing anyone to contribute compute
  • GENESYS: open, extendable synthetic data generation framework + call for crowdsourcing tasks & verifiers

Our open reproduction & scaling of R1 will proceed in two steps, mirroring the DeepSeek-R1 approach:

  1. Generate verified reasoning data & train SFT model on this cold-start data
  2. Globally distributed reinforcement learning with verifiable rewards

SYNTHETIC-1 Tasks & Verifiers

- Math Problems with Symbolic Verifiers (777k tasks)

- Coding Problems with Unit Tests (144k)

- Open-Ended STEM Questions with LLM Judge (313k)

- Real World Github Commit Instructions with LLM Judge (70k)

- Code Output Prediction with Ground Truth String Matching (61k)

SYNTHETIC-1 Uses DeepSeek-R1 for Next-Level Base Model Cold Start

GENESYS

- Open-source library for synthetic data generation & verification

- Asynchronous verifiers (LLM judges, containerized code tests)

- GitHub: https://lnkd.in/gCJWh2rt

- Easily Extendable, enabling developers to contribute tasks & verifiers and collectively build an RL gym, as inspired by Karpathy

Contribute Compute

- Now everyone can contribute H200 nodes to generate verified reasoning data

- Real-time run dashboard: https://lnkd.in/gP2wFBFR

- Thanks Lambda for directly contributing 16xH200 GPUs through our platform to support open-source intelligence

- Thank you, Nebius and DataCrunch, for providing H200 supply for contributors to contribute enabling community-led open source intelligence.

Join us in building fully open-source AGI—through code, data, and compute.

Decentralized AI Day 2025

Prime Intellect's Johannes Hagemann presents our decentralized path to AGI at Decentralized AI Day 2025.

Open Source AI 2024: A Fast Forward

You can watch Prime Intellect's full presentation and other talks from:

SYNTHETIC-1: Scaling Distributed Synthetic Data Generation for ...

Now Available on Youtube 🔗 https://lnkd.in/eK2hyEc9

Join us Friday for our Decentralized AI Day

Themes of the day:

  • Foundations + Culture – Philosophical roots of decentralized AI.
  • Frontier Open Models – Advances in open-source AI.
  • Decentralized Training – Distributed compute and synthetic data
  • Infra + Compute – Powering open & decentralized AI.
  • Impact – From abundant intelligence to automating science.

Some of our speakers:

Friday, March 14 - 3:00 PM - 8:00 PM

The Melody of San Francisco

How AI enables personalised employee training and development at scale

🔗 https://lu.ma/f3xq6u0j