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
- 116.7M
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | embeddinggemma-2google | Embeddings | 7,562 | — | ||
| 2 | embeddinggemma-2-GGUFunsloth | Embeddings | 11.5K | — | ||
| 3 | Decision-2.0-Vega-27Bvllm-sr | Embeddings | 1,723 | — | ||
| 4 | pplx-embed-v2-context-9b-previewperplexity-ai | Embeddings | 666 | — | ||
| 5 | Decision-2.0-Lux-9Bvllm-sr | Embeddings | 574 | — | ||
| 6 | Decision-2.0-Kai-0.6Bvllm-sr | Embeddings | 1,077 | — | ||
| 7 | embeddinggemma-2-GGUFggml-org | Embeddings | 3,842 | — | ||
| 8 | Decision-2.0-Nox-4Bvllm-sr | Embeddings | 891 | — | ||
| 9 | pplx-embed-v2-late-0.6bperplexity-ai | Embeddings | 251 | — | ||
| 10 | pplx-embed-v2-late-9bperplexity-ai | Embeddings | 240 | — |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| bge-small-en-v1.5BAAI | Embeddings | 62.3M | 3.4%(up) | ||
| bge-large-en-v1.5BAAI | Embeddings | 10M | 1.4%(up) | ||
| bge-base-en-v1.5BAAI | Embeddings | 9.7M | 0.4%(up) | ||
| Qwen3-Embedding-0.6BQwen | Embeddings | 9.1M | 2.6%(up) | ||
| multilingual-e5-largeintfloat | Embeddings | 7.2M | 1.7%(up) | ||
| granite-embedding-small-english-r2ibm-granite | Embeddings | 5.1M | 5.3%(up) | ||
| bge-small-zh-v1.5BAAI | Embeddings | 4.4M | 4.3%(up) | ||
| all-MiniLM-L6-v2Xenova | Embeddings | 3.9M | 3.2%(up) | ||
| Qwen3-Embedding-8BQwen | Embeddings | 2.5M | 3.1%(up) | ||
| bge-base-en-v1.5Xenova | Embeddings | 2.4M | 1.9%(up) |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| bge-small-en-v1.5BAAI | Embeddings | 62.3M | +15.5M | ||
| bge-large-en-v1.5BAAI | Embeddings | 10M | +2.3M | ||
| bge-base-en-v1.5BAAI | Embeddings | 9.7M | +2.2M | ||
| Qwen3-Embedding-0.6BQwen | Embeddings | 9.1M | +2.2M | ||
| multilingual-e5-largeintfloat | Embeddings | 7.2M | +1.9M | ||
| granite-embedding-small-english-r2ibm-granite | Embeddings | 5.1M | +1.2M | ||
| bge-small-zh-v1.5BAAI | Embeddings | 4.4M | +1.2M | ||
| all-MiniLM-L6-v2Xenova | Embeddings | 3.9M | +882.5K | ||
| Qwen3-Embedding-8BQwen | Embeddings | 2.5M | +709K | ||
| bge-reranker-largeBAAI | Embeddings | 2.4M | +705K |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| YuE2-Vaem-a-p | Embeddings | 29.7K | +10.4K | Sep 9, 2026 | ||
| Nemotron-3-Embed-1B-AWQ-W4A16groxaxo | Embeddings | 28.9K | +12.6K | Jul 21, 2026 | ||
| SheetSage2-GGUFaudio-cpp | Embeddings | 26.1K | +8,873 | Sep 13, 2026 | ||
| SheetSage2m-a-p | Embeddings | 24.7K | +9,118 | Sep 9, 2026 | ||
| embeddinggemma-300m-ggufente-ai | Embeddings | 23.8K | +6,584 | Jul 15, 2026 | ||
| MERT-v2-FullSongm-a-p | Embeddings | 19.9K | +8,172 | Sep 9, 2026 | ||
| WeMM-Embedding-2Btencent | Embeddings | 18K | +5,284 | Aug 25, 2026 | ||
| omniASR-LLM-300M-encodergiangndm | Embeddings | 11.6K | +67 | Aug 31, 2026 | ||
| embeddinggemma-2-GGUFunsloth | Embeddings | 11.5K | — | Oct 6, 2026 | ||
| embeddinggemma-2google | Embeddings | 7,562 | — | Sep 14, 2026 |