BiUltraVBERT vs ColUltraVBERT
No benchmarks in this slice.
Specs
| Spec | BiUltraVBERT | ColUltraVBERT |
|---|---|---|
| Context | 33K | 33K |
| Weights | Open | Open |
| Released | Oct 2026 | Oct 2026 |
| Max input | 33K tokens | 33K tokens |
| Languages | en, es, fr +3 | en, es, fr +3 |
| Memory (4-bit) | 0.2 GB | 0.2 GB |
| Licence | MIT | MIT |
| Commercial use | Allowed | Allowed |
What breaks when you switch
BiUltraVBERT → ColUltraVBERT
Re-embed your whole corpus›
Vectors from different models can't be mixed.
ColUltraVBERT → BiUltraVBERT
Re-embed your whole corpus›
Vectors from different models can't be mixed.