Sentence Similarity Models
Models that score how semantically similar two pieces of text are, typically built on embedding models.
- Top-10 combined DL 30D
- 426.1M
- Tasks directory position
- See all tasks
- Growth history
- Accumulating
- Last refresh
- Aug 24, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | all-MiniLM-L6-v2sentence-transformers | Sentence Similarity | 256.1M | — | ||
| 2 | bge-m3BAAI | Sentence Similarity | 36.3M | — | ||
| 3 | embeddinggemma-300mgoogle | Sentence Similarity | 2.6M | — | ||
| 4 | deepx-embedding-v1dxtech-asia | Sentence Similarity | 1,880 | — | ||
| 5 | paraphrase-multilingual-MiniLM-L12-v2sentence-transformers | Sentence Similarity | 54.6M | — | ||
| 6 | multilingual-e5-smallintfloat | Sentence Similarity | 12.4M | — | ||
| 7 | Giga-Embeddings-instruct-10B-A1.8B-0826ai-sage | Sentence Similarity | 406 | — | ||
| 8 | mLateOnlightonai | Sentence Similarity | 7,886 | — | ||
| 9 | Giga-Embeddings-instruct-3B-0826ai-sage | Sentence Similarity | 411 | — | ||
| 10 | LFM2.5-Embedding-350MLiquidAI | Sentence Similarity | 9,088 | — |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| all-MiniLM-L6-v2sentence-transformers | Sentence Similarity | 256.1M | — | ||
| paraphrase-multilingual-MiniLM-L12-v2sentence-transformers | Sentence Similarity | 54.6M | — | ||
| bge-m3BAAI | Sentence Similarity | 36.3M | — | ||
| all-mpnet-base-v2sentence-transformers | Sentence Similarity | 25M | — | ||
| nomic-embed-text-v1.5nomic-ai | Sentence Similarity | 16.5M | — | ||
| multilingual-e5-smallintfloat | Sentence Similarity | 12.4M | — | ||
| paraphrase-multilingual-mpnet-base-v2sentence-transformers | Sentence Similarity | 10.4M | — | ||
| multilingual-e5-baseintfloat | Sentence Similarity | 6.2M | — | ||
| nomic-embed-text-v1nomic-ai | Sentence Similarity | 4.4M | — | ||
| bge-base-en-v1.5-course-recommender-v5datasocietyco | Sentence Similarity | 4.2M | — |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| Nemotron-3-Embed-1B-BF16nvidia | Sentence Similarity | 297K | — | Jul 14, 2026 | ||
| fine_tuned_model_v3hermoine1234 | Sentence Similarity | 133.2K | — | Jul 28, 2026 | ||
| Nemotron-3-Embed-8B-BF16nvidia | Sentence Similarity | 121.3K | — | Jul 14, 2026 | ||
| Nemotron-3-Embed-1B-Q4_K_M-GGUFzenmagnets | Sentence Similarity | 70K | — | Jul 17, 2026 | ||
| Nemotron-3-Embed-1B-NVFP4nvidia | Sentence Similarity | 34.4K | — | Jul 14, 2026 | ||
| eti-granite-4096-v1NorskHelsenett | Sentence Similarity | 17K | — | Jul 6, 2026 | ||
| bekko-embedding-v1-a25mhotchpotch | Sentence Similarity | 16.4K | — | Jul 19, 2026 | ||
| colibri-embed-ptbrtardellirs | Sentence Similarity | 11.5K | — | Jul 4, 2026 | ||
| mLateOnlightonai | Sentence Similarity | 7,886 | — | Jun 22, 2026 | ||
| Nemotron-3-Embed-8B-Community-FP8shadowrock-io | Sentence Similarity | 7,607 | — | Aug 4, 2026 |