| SPECIFICATIONS | |||||
| Max dimension | 2K | 2K | 4K | 1K | |
| Max tokens | 128K | 32K | 32K | 512 | |
| Parameters | — | — | 7B | — | |
| License | Proprietary | Proprietary | Apache 2.0 | Proprietary | |
| EMBEDDING TYPES | |||||
| Types |
Dense
|
Dense
|
Dense
|
Dense
|
|
| MATRYOSHKA DIMENSIONS | |||||
| Available sizes |
25651210241536
|
25651210242048
|
— | — | |
| INPUT MODALITIES | |||||
| Text | ✓ | ✓ | ✓ | ✓ | |
| Image | ✓ | — | — | ✓ | |
| ✓ | — | — | — | ||
| OUTPUT TYPES | |||||
| Single vector | ✓ | ✓ | ✓ | ✓ | |
| Multi vector | — | — | — | — | |
| LANGUAGE SUPPORT | |||||
| Languages | 🌍 100+ | 🌍 Multi | 🌍 Multi | 🌍 100+ | |
| PRICING | |||||
| Per 1M tokens | — | — | — | — | |
| BENCHMARKS | |||||
| CMTEB 35 | — | — | 72.05 | — | |
| MTEB 56 | — | — | 70.24 | — | |
| MTEB FR | — | — | 68.25 | — | |
| MTEB PL | — | — | 67.86 | — | |