Embeddings Models
Embedding models that map text or other inputs into vector representations used for search, retrieval, clustering and classification.
- Top-10 combined DL 30D
- 131.9M
- Tasks directory position
- See all tasks
- Growth history
- Accumulating
- Last refresh
- Aug 24, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | Qwen3-Embedding-0.6BQwen | Embeddings | 7M | — | ||
| 2 | static-retrieval-multilingual-69m-v1amgix | Embeddings | 437 | — | ||
| 3 | Qwen3-Embedding-8BQwen | Embeddings | 2.8M | — | ||
| 4 | harrier-oss-v1-0.6bmicrosoft | Embeddings | 256.7K | — | ||
| 5 | Qwen3-Embedding-4BQwen | Embeddings | 4M | — | ||
| 6 | OmniAlignWPS-Qingqiu | Embeddings | 925 | — | ||
| 7 | jina-embeddings-v5-omni-smalljinaai | Embeddings | 48.7K | — | ||
| 8 | bge-small-en-v1.5BAAI | Embeddings | 71.9M | — | ||
| 9 | voyage-4-nanovoyageai | Embeddings | 224.8K | — | ||
| 10 | zembed-1-embeddingzeroentropy | Embeddings | 12.3K | — |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| bge-small-en-v1.5BAAI | Embeddings | 71.9M | — | ||
| bge-large-en-v1.5BAAI | Embeddings | 13.5M | — | ||
| bge-base-en-v1.5BAAI | Embeddings | 11.9M | — | ||
| multilingual-e5-largeintfloat | Embeddings | 7.5M | — | ||
| Qwen3-Embedding-0.6BQwen | Embeddings | 7M | — | ||
| granite-embedding-small-english-r2ibm-granite | Embeddings | 5M | — | ||
| bge-small-zh-v1.5BAAI | Embeddings | 4.7M | — | ||
| Qwen3-Embedding-4BQwen | Embeddings | 4M | — | ||
| mxbai-embed-large-v1mixedbread-ai | Embeddings | 3.6M | — | ||
| jina-embeddings-v3jinaai | Embeddings | 2.8M | — |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| bge-small-en-v1.5-GGUFunsloth | Embeddings | 380.6K | — | Jun 9, 2026 | ||
| bge-small-en-v1.5unsloth | Embeddings | 339.6K | — | Jun 1, 2026 | ||
| Kimi-K3-0.40Binference-optimization | Embeddings | 86K | — | Jul 28, 2026 | ||
| epicure-coreKaikaku | Embeddings | 36.8K | — | May 27, 2026 | ||
| tiny-random-qwen3-dflashoptimum-intel-internal-testing | Embeddings | 35.9K | — | Jul 9, 2026 | ||
| Kimi-K3-NVFP4RedHatAI | Embeddings | 16.3K | — | Jul 30, 2026 | ||
| embeddinggemma-300m-ggufente-ai | Embeddings | 15.3K | — | Jul 15, 2026 | ||
| xcodec2-hfHKUSTAudio | Embeddings | 12.1K | — | Jun 25, 2026 | ||
| voiceclap-large-v2laion | Embeddings | 8,114 | — | Jun 11, 2026 | ||
| vjepa2.1-vitl-fpc64-384Dev-Jahn | Embeddings | 5,227 | — | Jun 23, 2026 |