jev-curate
Sift 1B-row datasets 444x cheaper with Jev
1 follower
Sift 1B-row datasets 444x cheaper with Jev
1 follower
Judging 10M-1B synthetic rows with Sonnet or GPT-4o costs $15k-$50k per B tokens at 30-50 rows/sec. jev-curate v0.2 pipes Parquet/JSONL through TypeSafe Jev: one request per row, all rubric questions in a single fan-out, typed Noul + Score 0-4 back, zero rewriting. 3 presets ship (reasoning-math, anti-sycophancy, code-correctness) plus your YAML rubric. 20 rows/sec per node, $0.042/Mtok in, output free. cargo install jev-curate
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