Transformers

Name: Transformers
Rating: 2.99 (1 reviews)
Author: The Hugging Face team (past and future) with the help of all our contributors (https://github.com/huggingface/transformers/graphs/contributors)

#1697 · by The Hugging Face team (past and future) with the help of all our contributors (https://github.com/huggingface/transformers/graphs/contributors)

framework

2.99/ 5.00

cautionBeta

Jun 12, 2026 at 11:03 AM6 signals analysedNo manual reviews · fully automated

Trust Signal Breakdown

low3 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

3 of 3 sub-signals with data

Known CVEs40%3.7

28 CVE(s) found — 0 unpatched

via OSV.dev

Dependency Health30%2.0

241 dependencies (high)

via npm / PyPI

Supply Chain30%4.8

268 transitive CVEs found (penalty: -0.25)

via npm provenance

Uptime, latency, error rates, and incident history

0 of 0 sub-signals with data

Commit recency, release cadence, issue response, CI/CD

0 of 0 sub-signals with data

Downloads, stars, dependents, and growth trajectory

0 of 0 sub-signals with data

License, documentation, security policy, changelog

0 of 0 sub-signals with data

Track record, org maturity, community standing

0 of 0 sub-signals with data

Limited data available — 5 of 6 signals pending evaluation

About this score

Scored across 3 sub-signals in 6 dimensionsScoring engine v1 (beta) — actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)

Trust AssessmentAI Assessment

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Package Availability (30d)

100.00%

p50: 26ms · p99: 96ms

Avg Latency

33ms

averaged across 30d health checks

Weekly Downloads

—

no package registry data

Incidents & Alertslast 90 days

Jun 10Critical CVE detected — patched in v4.36.02.99

Jun 10Trust score increased by 2.992.99

May 20Critical unpatched CVE — no fix available0.00

May 20Trust score decreased by 2.990.00

Mar 1Trust score decreased by 1.313.24

Feb 26Critical CVE detected — patched in v4.36.04.55

Showing 6 of 20 events

Score History90 snapshots

5.003.752.501.250.00

Feb 23Feb 26

Supply Chain & Dependenciestrust chain

◈

accelerate

pypi · >=1.1.0; extra == "deepspeed-testing"

◈

pypi · *

◈

beautifulsoup4

pypi · *

◈

blobfile

pypi · *

◈

codecarbon

pypi · >=2.8.1; extra == "codecarbon"

◈

datasets

pypi · >=2.15.0; extra == "deepspeed-testing"

Showing 6 of 79 dependencies

Data Sources6 indexed

◎

OSV.devCVE database · vulnerability scanning for npm & PyPI packages

◈

GitHub APICommits, issues, releases, repo metadata, transparency checks

⬡

npm RegistryPackage metadata, weekly downloads, maintainers, dependencies

⬡

PyPIPackage metadata, weekly downloads, dependency tree

△

HTTP Health Checks15-min pings · uptime, latency, status monitoring

◎

PyPI StatsDownload statistics and trends

Version Historyscore per release

VERSIONRELEASEDSCOREDELTA

v5.2.0Feb 16, 20264.55—

v5.1.0Feb 5, 20264.55—

v5.0.0Jan 26, 20264.55—

v5.0.0rc3Jan 26, 20264.55—

v4.57.6Jan 16, 20264.55—

v4.57.5Jan 13, 20264.55—

Showing 6 of 10 releases

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