Python · Apache-2.0
unum-cloud/UForm
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
★ 1.3k
Stars
76 forks · 15 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
24.7
Momentum / 100
see the breakdown below
3y ago
Created
last push 7d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.6 | last push 7d ago; decays to zero at 180 days |
| Scale | 15 | 9.0 | 1.3k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 24.7 | sum of the above |
Detail
| Topics | bertclipclusteringcontrastive-learningcross-attentionhuggingface-transformersimage-searchlanguage-visionllavamulti-lingualmultimodalneural-networkopenaiopenclippretrained-modelspytorchrepresentation-learningsemantic-searchtransformervector-search |
| Matched on | RAG (semantic-search) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +-1 stars over 26 days = 0.0/day |
| Lifetime average | 0.93 stars/day over 1,353 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |