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datamap-rs

Allen Institute for AI
open source / Overall score: 1.8

Rust JSONL map-filter-annotate pipeline for cleaning and filtering large text corpora. The data-cleaning stage of the Dolma 3 pipeline.

Openness

5 high confidence
5.0
license
Apache-2.0(OSI)
source
public(allenai/datamap-rs)
core features withheld
no

Fully OSI-licensed (Apache-2.0), full source public.

Adoption

1 medium confidence
1.0

GitHub stars are the only usage signal published for this repository, and a star is not a use. It is a single-purpose Rust tool that covers one stage, cleaning, of the Dolma 3 pipeline behind OLMo 3, so its natural audience is small.

Capability

3 medium confidence
3.0

Covers the data-processing steps around corpus cleaning and deduplication rather than model training or a full end-to-end data platform.

  • https://raw.githubusercontent.com/allenai/datamap-rs/main/README.md recorded 2026-09-29

    README opens with "A high-performance data processing pipeline for large-scale datasets built in Rust" and says "DataMap is a Rust-based toolkit designed for efficient processing, filtering, and transformation of large text datasets, primarily in JSONL format", with commands Map, Reshard, Reservoir Sample, Discrete Partition, Range Partition, Group, GroupFilter, Shuffle and Count. Searched the body for Dolma: none.

Verified 2026-09-27