jev-curate

Sifts Parquet and JSONL training data at more than 1,500 rows a second.

From the readme

jev-curate High-Throughput Synthetic & Pretraining Dataset Sifter Powered by TypeSafe AI (Jev) By Akash Priyadarshi Why jev-curate • Quickstart • CLI Reference • Python API • Architecture • Non-Goals • Ecosystem Why jev-curate? Cleaning 10M to 1B rows of synthetic reasoning data, instruction tuning pairs, or web-scraped corpora …

cargo add jev-curate

Details

Section: Data and ops
owner: AkashPriyadarshii
stars: 4
forks: 0
pushed: 2026-09-18
Language: Rust
License: MIT

What it is

Form: CLI
Host agent: Standalone
Audience: Researchers

Maturity

Docs

reports measured numbers

Useful for

Output verification0.85

Command line tooling0.82

Benchmarks and evals0.78

Best intent matches

label data or build a dataset0.88

call Jev from the command line0.84

score or rank candidates in a pipeline0.82

judge or verify an agent's output0.77

benchmark or calibrate Jev0.75

+ Submit a project ★ Star on GitHub