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code · Openness profile

BigCode StarCoder2

BigCode project (Hugging Face, ServiceNow, Red Hat and others) · snapshot 2026-11-07

open model trained on The Stack v2

Tier 3 Practical open-weight

What the publisher claims: open, open data

The one-liner: Code model whose training data is genuinely open, including the opt-out mechanism.

The six questions

A AccessScore 3 of 3

weights and the training dataset downloadable

P PermissionScore 2 of 3

commercial use permitted subject to use-based restrictions

D DeploymentScore 3 of 3

standard Transformers, vLLM and local serving

T TransparencyScore 3 of 3

dataset, opt-out handling, code and evals published

R ReproducibilityScore 2 of 3

Moderate for research replication, not exact reproduction.

G Governance & ParticipationScore 3 of 3

BigCode is a multistakeholder community (HF, ServiceNow, Red Hat and others) with public working groups and a governed release process.

License

BigCode OpenRAIL-M — license source ↗

What is actually released

Why it matters

The strongest example of consent-aware open training data, and a direct answer to the claim that code corpora cannot be published lawfully.

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.

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