← The openness index

text-llm · Openness profile

BigScience BLOOM

BigScience Workshop · snapshot 2026-11-07

open multilingual model with responsible-AI licence

Tier 2 Restricted open-weight

What the publisher claims: open, open research, responsible AI

The one-liner: Open weights wrapped in a purpose-built responsible-AI licence.

The six questions

A AccessScore 3 of 3

weights downloadable, ungated

P PermissionScore 1 of 3

custom RAIL terms restrict use rather than granting unrestricted rights

D DeploymentScore 3 of 3

deployable in standard tooling

T TransparencyScore 2 of 3

dataset composition, training details and evals documented in the paper and model card; corpus not published

R ReproducibilityScore 1 of 3

Limited to moderate.

G Governance & ParticipationScore 3 of 3

BigScience was a 1,000-plus-author, multi-institution workshop whose model card, dataset curation, and RAIL licence were argued in public across its GitHub and Hugging Face spaces, so outside researchers steered the release rather than merely consuming it.

License

BigScience RAIL License v1.0 — license source ↗

What is actually released

Why it matters

The origin point of the RAIL licence stack that later open-weight releases copied, including the pattern of attaching use restrictions to otherwise permissive terms.

Sources

Derived from the openness dataset behind But Is It Open? — snapshot 2026-11-07 ↗. Scores are qualitative readings of the cited evidence, not verdicts; tier measures openness, not intelligence.

← The openness indexJoin the newsletter ↗