| SPECIFICATIONS | |||||
| Max dimension | 4K | 2K | 1K | 2K | |
| Max tokens | 4K | 32K | 512 | 32K | |
| Parameters | 7B | — | — | — | |
| License | Apache 2.0 | Proprietary | Proprietary | Proprietary | |
| EMBEDDING TYPES | |||||
| Types |
Dense
|
Dense
|
Dense
|
Dense
|
|
| MATRYOSHKA DIMENSIONS | |||||
| Available sizes | — |
25651210242048
|
— |
25651210242048
|
|
| INPUT MODALITIES | |||||
| Text | ✓ | ✓ | ✓ | ✓ | |
| Image | — | — | ✓ | — | |
| — | — | — | — | ||
| OUTPUT TYPES | |||||
| Single vector | ✓ | ✓ | ✓ | ✓ | |
| Multi vector | — | — | — | — | |
| LANGUAGE SUPPORT | |||||
| Languages | 🌍 Multi | 🌍 Multi | 🌍 100+ | 🌍 Multi | |
| PRICING | |||||
| Per 1M tokens | — | — | — | — | |
| BENCHMARKS | |||||
| MTEB AVG | 68.20 | — | — | — | |
| MTEB RETRIEVAL | 60.20 | — | — | — | |