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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

RWKV LM vs Llamafactory

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

RWKV LM

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Best matched with other inference tools.

14.6K
Stars
+126
Weekly
37/100
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.

SignalRWKV LMLlamafactory
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars14.6K73.5K
Weekly growth+126+2.3K
Health scoreCaution37/100Healthy75/100
Contributors5288
Commits per week2.35.2
Open issues1561.1K
LanguagePythonPython
LicenseApache-2.0Apache-2.0
Last commit2026-07-23 08:56 UTC2026-07-17 14:50 UTC
Last release5.00v0.9.5

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