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| SPECIFICATIONS | |||
| Max dimension | 2K | 1K | |
| Max tokens | 33K | 512 | |
| Parameters | 3.8B | — | |
| License | Apache 2.0 | Proprietary | |
| EMBEDDING TYPES | |||
| Types |
DenseLate
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Dense
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| MATRYOSHKA DIMENSIONS | |||
| Available sizes |
12825651210242048
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— | |
| INPUT MODALITIES | |||
| Text | ✓ | ✓ | |
| Image | ✓ | ✓ | |
| ✓ | — | ||
| OUTPUT TYPES | |||
| Single vector | ✓ | ✓ | |
| Multi vector | ✓ | — | |
| LANGUAGE SUPPORT | |||
| Languages | 🌍 29+ | — | |
| PRICING | |||
| Per 1M tokens | $0.050 | — | |
| BENCHMARKS | |||
| COIR | 71.59 | — | |
| JINA VDR | 84.11 | — | |
| LONGEMBED | 67.11 | — | |
| MMTEB | 66.49 | — | |
| MTEB AVG | — | 64.47 | |
| MTEB EN | 55.97 | — | |
| MTEB RETRIEVAL | — | 55.00 | |
| VIDORE | 90.17 | — | |