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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

Inference vs Llamafactory

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

Inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

Best matched with other inference tools.

9.5K
Stars
+23
Weekly
81/100
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

Inference has the stronger automated maintenance signal at 81/100. 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.

SignalInferenceLlamafactory
Evidence statusNeeds recheck· 2026-09-07 09:37 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars9.5K73.5K
Weekly growth+23+2.3K
Health scoreStrong81/100Healthy75/100
Contributors161288
Commits per week27.55.2
Open issues451.1K
LanguagePythonPython
LicenseApache-2.0Apache-2.0
Last commit2026-08-31 07:15 UTC2026-07-17 14:50 UTC
Last releasev3.3.0v0.9.5

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