| SPECIFICATIONS | |||||
| Max dimension | 3K | 4K | 3K | 1K | |
| Max tokens | 2K | 33K | 2K | 512 | |
| Parameters | — | 8B | — | 335M | |
| License | Proprietary | Apache 2.0 | Proprietary | Apache 2.0 | |
| EMBEDDING TYPES | |||||
| Types |
Dense
|
Dense
|
Dense
|
Dense
|
|
| MATRYOSHKA DIMENSIONS | |||||
| Available sizes |
1282565127681024153620483072
|
3264128256512102420484096
|
1282565127681024153620483072
|
641282565121024
|
|
| INPUT MODALITIES | |||||
| Text | ✓ | ✓ | ✓ | ✓ | |
| Image | — | — | — | — | |
| — | — | — | — | ||
| OUTPUT TYPES | |||||
| Single vector | ✓ | ✓ | ✓ | ✓ | |
| Multi vector | — | — | — | — | |
| LANGUAGE SUPPORT | |||||
| Languages | 🌍 Multi | 🌍 100+ | 🌍 Multi | — | |
| PRICING | |||||
| Per 1M tokens | $0.150 | — | $0.150 | — | |
| BENCHMARKS | |||||
| CMTEB CHINESE | — | 73.84 | — | — | |
| MTEB 1536D | 68.17 | — | 68.17 | — | |
| MTEB 2048D | 68.16 | — | 68.16 | — | |
| MTEB 768D | 67.99 | — | 67.99 | — | |
| MTEB AVG | — | — | — | 64.68 | |
| MTEB EN V2 | — | 75.22 | — | — | |
| MTEB MULTILINGUAL | — | 70.58 | — | — | |
| MTEB MULTILINGUAL AVG | 68.32 | — | 68.32 | — | |
| MTEB RETRIEVAL | — | — | — | 54.39 | |
| MTEB STS | — | — | — | 85.00 | |