Sentence Similarity Models
Models that score how semantically similar two pieces of text are, typically built on embedding models.
- Top-10 combined DL 30D
- 386.4M
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | all-MiniLM-L6-v2sentence-transformers | Sentence Similarity | 234M | 1.6%(up) | ||
| 2 | bge-m3BAAI | Sentence Similarity | 33.8M | 3.0%(up) | ||
| 3 | embeddinggemma-300mgoogle | Sentence Similarity | 3.6M | 6.4%(up) | ||
| 4 | Qwen3-VL-Embedding-2BQwen | Sentence Similarity | 1.1M | 3.2%(up) | ||
| 5 | paraphrase-multilingual-MiniLM-L12-v2sentence-transformers | Sentence Similarity | 50.3M | 1.9%(up) | ||
| 6 | multilingual-e5-smallintfloat | Sentence Similarity | 11.1M | 2.6%(up) | ||
| 7 | nomic-embed-text-v1.5nomic-ai | Sentence Similarity | 13.1M | 1.8%(up) | ||
| 8 | paraphrase-multilingual-mpnet-base-v2sentence-transformers | Sentence Similarity | 9.9M | 2.1%(up) | ||
| 9 | most-embed-demalteos | Sentence Similarity | 161 | — | ||
| 10 | embeddinggemma-300mlitert-community | Sentence Similarity | 1,393 | 1.1%(up) |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| all-MiniLM-L6-v2sentence-transformers | Sentence Similarity | 234M | 1.6%(up) | ||
| paraphrase-multilingual-MiniLM-L12-v2sentence-transformers | Sentence Similarity | 50.3M | 1.9%(up) | ||
| bge-m3BAAI | Sentence Similarity | 33.8M | 3.0%(up) | ||
| all-mpnet-base-v2sentence-transformers | Sentence Similarity | 19.1M | 0.3%(up) | ||
| nomic-embed-text-v1.5nomic-ai | Sentence Similarity | 13.1M | 1.8%(up) | ||
| multilingual-e5-smallintfloat | Sentence Similarity | 11.1M | 2.6%(up) | ||
| paraphrase-multilingual-mpnet-base-v2sentence-transformers | Sentence Similarity | 9.9M | 2.1%(up) | ||
| multilingual-e5-baseintfloat | Sentence Similarity | 7.3M | 3.0%(up) | ||
| bge-base-en-v1.5-course-recommender-v5datasocietyco | Sentence Similarity | 4.2M | 7.9%(up) | ||
| embeddinggemma-300mgoogle | Sentence Similarity | 3.6M | 6.4%(up) |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| all-MiniLM-L6-v2sentence-transformers | Sentence Similarity | 234M | +59.9M | ||
| paraphrase-multilingual-MiniLM-L12-v2sentence-transformers | Sentence Similarity | 50.3M | +11.3M | ||
| bge-m3BAAI | Sentence Similarity | 33.8M | +8.9M | ||
| all-mpnet-base-v2sentence-transformers | Sentence Similarity | 19.1M | +4.6M | ||
| multilingual-e5-smallintfloat | Sentence Similarity | 11.1M | +2.9M | ||
| nomic-embed-text-v1.5nomic-ai | Sentence Similarity | 13.1M | +2.8M | ||
| paraphrase-multilingual-mpnet-base-v2sentence-transformers | Sentence Similarity | 9.9M | +2.7M | ||
| multilingual-e5-baseintfloat | Sentence Similarity | 7.3M | +1.9M | ||
| embeddinggemma-300mgoogle | Sentence Similarity | 3.6M | +1.1M | ||
| bge-base-en-v1.5-course-recommender-v5datasocietyco | Sentence Similarity | 4.2M | +970.3K |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| Nemotron-3-Embed-1B-BF16nvidia | Sentence Similarity | 226K | +23.5K | Jul 14, 2026 | ||
| Nemotron-3-Embed-1B-Q4_K_M-GGUFzenmagnets | Sentence Similarity | 92K | +20.9K | Jul 17, 2026 | ||
| Nemotron-3-Embed-8B-BF16nvidia | Sentence Similarity | 83.6K | +12K | Jul 14, 2026 | ||
| Giga-Embeddings-instruct-480M-0826ai-sage | Sentence Similarity | 62.2K | +7,190 | Aug 10, 2026 | ||
| bekko-embedding-v1-a25mhotchpotch | Sentence Similarity | 33.5K | +14.8K | Jul 19, 2026 | ||
| Giga-Embeddings-instruct-10B-A1.8B-0826ai-sage | Sentence Similarity | 20.4K | +3,099 | Aug 10, 2026 | ||
| Nemotron-3-Embed-1B-NVFP4nvidia | Sentence Similarity | 19K | +7,160 | Jul 14, 2026 | ||
| Vela-1.0-Encoder-307M-Embeddingvllm-sr | Sentence Similarity | 16.8K | — | Sep 12, 2026 | ||
| Vela-1.0-Encoder-307M-Embeddingllm-semantic-router | Sentence Similarity | 13.2K | +5,997 | Sep 12, 2026 | ||
| Giga-Embeddings-instruct-3B-0826ai-sage | Sentence Similarity | 10.3K | +2,068 | Jul 29, 2026 |