GOOD RESEARCH REQUIRES GREAT DATA

Most researchers still collect and label their own datasets. It’s slow, messy, and often done by overworked grad students. We think you deserve better.

At Revelo, we already build high-quality code and reasoning datasets for frontier labs:

 

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Now we’re opening that same pipeline to the research community — for free — exclusively for code-related research.
Submit Your Research Idea

WHY WE'RE DOING THIS

Innovation shouldn’t require a billion‑dollar data budget. If your research pushes the frontier — code generation, reasoning, alignment, SWE‑bench‑style evaluation — we’ll help you design and build the dataset you need.

 

All we ask?

If your paper gets published, cite us for dataset support. That’s it. No contracts. No fine print. Just science and good manners.

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WHY RESEARCHERS TRUST REVELO

We are not another labeling vendor — we are a technical data partner built by engineers

Built by Practitioners

Curated by engineers who’ve shipped production‑grade AI code — with build logs, reasoning traces, validation harnesses, and error metadata.

Precision > Volume

Rubric‑based annotation and automated diff validation ensure each example improves reasoning fidelity — not just dataset size.

Reproducibility at Scale

Versioning with hashing, prompt templates, and deterministic sampling scripts — your ablations survive peer review.

Quality Metrics, Not Vibes

Inter‑annotator agreement, error distributions, and benchmark validation reports — cite empirical quality, not anecdotes.

Full Ownership

We don’t reuse your data or mix it into commercial training sets. Your dataset remains yours — from schema to sample.

Engineer‑Grade Delivery

Datasets come in JSONL / Parquet / HF‑ready formats with tests and version control.

WHAT YOU'll GET

 

A custom dataset built by engineers, fully tested and version-controlled. It’s clean, reproducible, and delivered in standard formats like JSONL, Hugging Face, or Parquet.


We tailor it to your research goals—fine-tuning, evaluation, or ablations—and you own it completely. All we ask is a citation or acknowledgment when you publish.

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WHO IT'S FOR

Anyone pushing the frontier without an Anthropic‑sized GPU cluster

ML researchers working on code or reasoning tasks

Grad students writing their first (or fifth) paper

Independent researchers with big ideas and small budgets

HOW IT WORKS
 You tell us your idea in detail
 If it’s ethical, feasible, and interesting, we’ll reach out
 We help you design and deliver the dataset
 You publish your work and cite us
 
Submit Your Research
 

ABOUT THIS PROGRAM (FAQ)