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AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Freetoken vs Llamafactory

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Freetoken

FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently.

Best matched with other inference tools.

11.9K
Stars
+1.6K
Weekly
69/100
Health
Llamafactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Best matched with other inference tools.

73.5K
Stars
+2.3K
Weekly
75/100
Health

Quick Take

Adoption

Llamafactory has the larger GitHub footprint with 73.5K stars.

Momentum

Llamafactory is currently growing faster at +2.3K stars this week.

Maintenance

Llamafactory has the stronger automated maintenance signal at 75/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalFreetokenLlamafactory
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars11.9K73.5K
Weekly growth+1.6K+2.3K
Health scoreHealthy69/100Healthy75/100
Contributors5288
Commits per week4.35.2
Open issues3011.1K
LanguagePythonPython
LicenseApache-2.0Apache-2.0
Last commit2026-09-04 06:52 UTC2026-07-17 14:50 UTC
Last releasev0.1.2v0.9.5

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