| SPECIFICATIONS | |||||
| Max dimension | 2K | — | 1K | 1K | |
| Max tokens | 128K | — | 8K | 512 | |
| Parameters | — | 350M | 559M | — | |
| License | Proprietary | Apache 2.0 | CC BY-NC 4.0 | Proprietary | |
| EMBEDDING TYPES | |||||
| Types |
Dense
|
LateColBERT
|
Dense
|
Dense
|
|
| MATRYOSHKA DIMENSIONS | |||||
| Available sizes |
25651210241536
|
— |
32641282565121024
|
— | |
| INPUT MODALITIES | |||||
| Text | ✓ | ✓ | ✓ | ✓ | |
| Image | ✓ | — | — | ✓ | |
| ✓ | — | — | — | ||
| OUTPUT TYPES | |||||
| Single vector | ✓ | — | ✓ | ✓ | |
| Multi vector | — | ✓ | — | — | |
| LANGUAGE SUPPORT | |||||
| Languages | 🌍 100+ | 🌍 Multi | 🌍 89+ | — | |
| PRICING | |||||
| Per 1M tokens | — | — | $0.020 | — | |
| BENCHMARKS | |||||
| LONGEMBED | — | — | 55.66 | — | |
| MMTEB | — | — | 58.58 | — | |
| MTEB AVG | — | — | — | 64.47 | |
| MTEB EN | — | — | 54.33 | — | |
| MTEB RETRIEVAL | — | — | — | 55.00 | |