What is Mage-ViT?
42/100
Trust Score (E)
⚠️ Use Caution
Mage-ViT is a image-feature-extraction that An AI model. It has a Nerq Trust Score of 42/100 (E). 18 GitHub stars. Published by Unknown. Last analyzed September 2026.
Why This Score
- ⚠️ Security: 0/100 — Some security concerns
- ⚠️ Maintenance: 0/100 — Maintenance activity is low
- ⚠️ Community: 18 stars, 3.3K downloads — Growing community
- ⚠️ Transparency: License: Not specified — No license specified
Trust & Safety Overview
42
TRUST SCORE
E
GRADE
18
STARS
3.3K
DOWNLOADS
What Mage-ViT Does
Mage-ViT is a model in the image-feature-extraction category. An AI model. It is published by an independent developer and has no specified license. With 18 GitHub stars and 3.3K downloads, it has a small community of users and contributors.
Who Should Use Mage-ViT
Mage-ViT is recommended only for experimental use. Consider alternatives with higher trust scores for production systems.
Details
| Author | Unknown |
|---|---|
| Category | image-feature-extraction |
| License | Not specified |
| Type | model |
| Source | View on GitHub |
| Security Score | 0/100 |
| Activity Score | 0/100 |
How to Get Started
Check the trust score before installing:
curl nerq.ai/v1/preflight?target=microsoft-mage-vit
Setup guide · Full safety report · Production review · Is it safe?
Safer Alternatives
| Tool | Trust | Stars |
|---|---|---|
| lingbot-vision-vit-large | 41 | 24 |
| LeVJEPA-VideoMix-Large | 41 | 24 |
| UniverSat | 42 | 20 |
| siglino-0.6B | 42 | 16 |
| KRONOS2 | 41 | 15 |
Frequently Asked Questions
What is Mage-ViT used for?
Mage-ViT is a image-feature-extraction tool. An AI model.
Is Mage-ViT free?
License: Check project page. Mage-ViT has 18 GitHub stars.
Is Mage-ViT safe?
Mage-ViT has a Nerq Trust Score of 42/100 (E). Evaluate carefully.
What are alternatives to Mage-ViT?
Top alternatives: lingbot-vision-vit-large, LeVJEPA-VideoMix-Large, UniverSat. See full comparison.
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Last updated September 2026. Trust scores based on automated analysis of public data.