← Back to Leaderboard
Project comparison
Needle vs Llamafactory
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Needle
14MB foundation model for tiny devices; phones, wearables, smart home, and robots.
Best matched with other inference tools.
8.8K
Stars
+2.0K
Weekly
60/100
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.
| Signal | Needle | Llamafactory |
|---|---|---|
| Evidence status | Basic listing· 13h ago | Basic listing· 13h ago |
| GitHub stars | 8.8K | 73.5K |
| Weekly growth | +2.0K | +2.3K |
| Health score | Healthy60/100 |
Weekly AI open-source movers
Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.