| SPECIFICATIONS | |||||
| Max dimension | 1K | — | 3K | 1K | |
| Max tokens | 8K | — | 2K | 512 | |
| Parameters | 559M | 350M | — | — | |
| License | CC BY-NC 4.0 | Apache 2.0 | Proprietary | Proprietary | |
| EMBEDDING TYPES | |||||
| Types |
Dense
|
LateColBERT
|
Dense
|
Dense
|
|
| MATRYOSHKA DIMENSIONS | |||||
| Available sizes |
32641282565121024
|
— |
1282565127681024153620483072
|
— | |
| INPUT MODALITIES | |||||
| Text | ✓ | ✓ | ✓ | ✓ | |
| Image | — | — | — | ✓ | |
| — | — | — | — | ||
| OUTPUT TYPES | |||||
| Single vector | ✓ | — | ✓ | ✓ | |
| Multi vector | — | ✓ | — | — | |
| LANGUAGE SUPPORT | |||||
| Languages | 🌍 89+ | 🌍 Multi | 🌍 Multi | 🌍 100+ | |
| PRICING | |||||
| Per 1M tokens | $0.020 | — | $0.150 | — | |
| BENCHMARKS | |||||
| LONGEMBED | 55.66 | — | — | — | |
| MMTEB | 58.58 | — | — | — | |
| MTEB 1536D | — | — | 68.17 | — | |
| MTEB 2048D | — | — | 68.16 | — | |
| MTEB 768D | — | — | 67.99 | — | |
| MTEB EN | 54.33 | — | — | — | |
| MTEB MULTILINGUAL AVG | — | — | 68.32 | — | |