| SPECIFICATIONS | |||||
| Max dimension | 1K | 3K | 1K | 4K | |
| Max tokens | 512 | 2K | 8K | 4K | |
| Parameters | — | — | 559M | 7B | |
| License | Proprietary | Proprietary | CC BY-NC 4.0 | Apache 2.0 | |
| EMBEDDING TYPES | |||||
| Types |
Dense
|
Dense
|
Dense
|
Dense
|
|
| MATRYOSHKA DIMENSIONS | |||||
| Available sizes | — |
1282565127681024153620483072
|
32641282565121024
|
— | |
| INPUT MODALITIES | |||||
| Text | ✓ | ✓ | ✓ | ✓ | |
| Image | ✓ | — | — | — | |
| — | — | — | — | ||
| OUTPUT TYPES | |||||
| Single vector | ✓ | ✓ | ✓ | ✓ | |
| Multi vector | — | — | — | — | |
| LANGUAGE SUPPORT | |||||
| Languages | — | 🌍 Multi | 🌍 89+ | 🌍 Multi | |
| PRICING | |||||
| Per 1M tokens | — | $0.150 | $0.020 | — | |
| BENCHMARKS | |||||
| LONGEMBED | — | — | 55.66 | — | |
| MMTEB | — | — | 58.58 | — | |
| MTEB 1536D | — | 68.17 | — | — | |
| MTEB 2048D | — | 68.16 | — | — | |
| MTEB 768D | — | 67.99 | — | — | |
| MTEB AVG | 64.47 | — | — | 68.20 | |
| MTEB EN | — | — | 54.33 | — | |
| MTEB MULTILINGUAL AVG | — | 68.32 | — | — | |
| MTEB RETRIEVAL | 55.00 | — | — | 60.20 | |