| SPECIFICATIONS | |||||
| Max dimension | 1K | 2K | 4K | — | |
| Max tokens | 512 | 32K | 32K | — | |
| Parameters | — | — | 7B | 350M | |
| License | Proprietary | Proprietary | Apache 2.0 | Apache 2.0 | |
| EMBEDDING TYPES | |||||
| Types |
Dense
|
Dense
|
Dense
|
LateColBERT
|
|
| MATRYOSHKA DIMENSIONS | |||||
| Available sizes | — |
25651210242048
|
— | — | |
| INPUT MODALITIES | |||||
| Text | ✓ | ✓ | ✓ | ✓ | |
| Image | ✓ | — | — | — | |
| — | — | — | — | ||
| OUTPUT TYPES | |||||
| Single vector | ✓ | ✓ | ✓ | — | |
| Multi vector | — | — | — | ✓ | |
| LANGUAGE SUPPORT | |||||
| Languages | — | 🌍 Multi | 🌍 Multi | 🌍 Multi | |
| PRICING | |||||
| Per 1M tokens | — | — | — | — | |
| BENCHMARKS | |||||
| CMTEB 35 | — | — | 72.05 | — | |
| MTEB 56 | — | — | 70.24 | — | |
| MTEB AVG | 64.47 | — | — | — | |
| MTEB FR | — | — | 68.25 | — | |
| MTEB PL | — | — | 67.86 | — | |
| MTEB RETRIEVAL | 55.00 | — | — | — | |