HuggingFace mteb Embedding Leaderboard 에서 한국어 지원 모델 중에서 OML4Py 2.1.1에서 지원하는 모델을 정리한 내용입니다.
| Model name | Dimensions | Retrieval (Rank) | STS (Rank) | Size | Quantized | Download |
|---|---|---|---|---|---|---|
| snowflake-arctic-embed-l-v2.0 | 1024 | 73.27 (2) | 78.18 (31) | 2.12 GiB | No | Download |
| PwC-Embedding_expr | 1024 | 72.15 (4) | 86.22 (5) | 2.09 GiB | No | Download |
| multilingual-e5-large-instruct | 1024 | 69.93 (10) | 85.59 (8) | 2.09 GiB | No | Download |
| multilingual-e5-base | 768 | 69.31 (12) | 77.90 (32) | 620.79 MiB | Yes | Download |
| multilingual-e5-small | 384 | 68.20 (14) | 76.41 (35) | 76.72 MiB | Yes | Download |
| paraphrase-multilingual-mpnet-base-v2 | 768 | 41.52 (25) | 80.95 (23) | 270.09 MiB | Yes | Download |
| STS-multilingual-mpnet-base-v2 | 768 | 32.98 (29) | 90.74 (1) | 1.04 GiB | No | Download |
| bilingual-embedding-large | 1024 | - | 85.78 (7) | 2.09 GiB | No | Download |
| multilingual-e5-large | 1024 | - | 81.95 (20) | 2.09 GiB | No | Download |
| distiluse-base-multilingual-cased-v2 | 768 | - | - | 130.15 MiB | Yes | Download |
| dragonkue-bge-m3-ko | 1024 | - | - | 2.12 GiB | No | Download |