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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

Lemonade vs Llamafactory

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

Lemonade

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Best matched with other inference tools.

5.6K
Stars
+1.7K
Weekly
89/100
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

Lemonade has the stronger automated maintenance signal at 89/100. 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.

SignalLemonadeLlamafactory
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars5.6K73.5K
Weekly growth+1.7K+2.3K
Health scoreStrong89/100Healthy75/100
Contributors132288
Commits per week38.85.2
Open issues5521.1K
LanguageC++Python
LicenseApache-2.0Apache-2.0
Last commit2026-09-07 07:08 UTC2026-07-17 14:50 UTC
Last releasev11.9.0v0.9.5

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