4.35/ 5.00
trustedBeta
Mar 20, 2026 at 6:16 AM6 signals analysedNo manual reviews · fully automated
Trust Signal Breakdown
high23 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

3 of 3 sub-signals with data

Known CVEs40%5.0

No known CVEs

via OSV.dev

Dependency Health30%3.0

52 dependencies (moderate)

via npm / PyPI

Supply Chain30%4.8

220 transitive CVEs found (penalty: -0.25)

via npm provenance

Uptime, latency, error rates, and incident history

4 of 4 sub-signals with data

Uptime35%5.0

100.00% over 1000 checks

via Health checks

Response Latency25%5.0

p99: 82ms, p50: 53ms

via Health checks

Error Rate20%5.0

0.00% error rate (0/1000)

via Health checks

Incident History20%3.0

2 incidents in last 90 days

via Incidents table

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

4 of 4 sub-signals with data

Commit Recency30%5.0

via GitHub

Release Cadence25%4.0

via GitHub

Issue Response20%2.0

via GitHub

CI/CD Presence25%5.0

via GitHub Actions

Downloads, stars, dependents, and growth trajectory

2 of 4 sub-signals with data

Download Volume55%4.0

725,833 weekly downloads

via npm / PyPI

GitHub Stars45%5.0

17,719 stars

via GitHub

Dependent Packagesno data

Weight redistributed to sub-signals with data

Growth Trendno data

Weight redistributed to sub-signals with data

License, documentation, security policy, changelog

4 of 4 sub-signals with data

Open Source30%5.0

Public repo with OSI-approved license (apache-2.0)

via GitHub

Documentation25%5.0

Docs site present with comprehensive README (>2000 bytes + examples)

via GitHub

Security Policy20%2.0

No SECURITY.md found

via GitHub

Changelog25%4.0

Releases exist but no CHANGELOG.md

via GitHub

Track record, org maturity, community standing

4 of 4 sub-signals with data

Track Record30%4.5

Internal: 4.0 (5 services), External: 4.5 (60607 followers, 20583 stars)

via Fabric index

Org Maturity30%5.0

Organization, 9.1 years old

via GitHub

Community Standing20%5.0

397 public repositories

via GitHub

Cross-Platform20%3.0

Present on 2 platform(s): github, pypi

via Registry scan

About this score
Scored across 23 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

Train transformer language models with reinforcement learning.

Service Health (30d)
100.00%
p50: 53ms · p99: 82ms
Avg Latency
54ms
averaged across 30d health checks
Weekly Downloads
725.8k
PyPI weekly
Transparency & Compliance4/5 passed
Incidents & Alertslast 90 days
Mar 1Trust score decreased by 1.293.24
Feb 23trl added to Trust Index3.34
Showing 2 of 2 events
Score History90 snapshots
5.003.752.501.250.00
Feb 23Feb 27
Community & Ecosystemadoption signals
725.8k
Weekly Downloads
PyPI
10
Releases
on GitHub
Supply Chain & Dependenciestrust chain
accelerate
pypi · >=1.4.0
bitsandbytes
pypi · *
datasets
pypi · >=3.0.0
deepspeed
pypi · >=0.14.4; extra == "dev" · 2 CVEs1H1C
fastapi
pypi · * · 3 CVEs2L1H
hf-doc-builder
pypi · *
Showing 6 of 30 dependencies
Data Sources6 indexed
Version Historyscore per release
VERSIONRELEASEDSCOREDELTA
v0.29.0Feb 25, 20264.35
v0.28.0Feb 10, 2026
v0.27.2Feb 3, 2026
v0.27.1Jan 24, 2026
v0.27.0Jan 16, 2026
v0.26.2Dec 18, 2025
Showing 6 of 10 releases

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