Models
Deduplicated to base models. Quantizations are an attribute, not a separate page.
| Model | Publisher | Params | Quants | Range | Downloads |
|---|---|---|---|---|---|
| jina-embeddings-v5-text-small | jinaai | 596M | 56 | 0.19 GiB – 1.12 GiB | 264k |
| embeddinggemma-300m-qat-q8_0-unquantized | 303M | 1 | 0.31 GiB – 0.31 GiB | 193k | |
| KaLM-embedding-multilingual-mini-instruct-v2.5 | KaLM-Embedding | 494M | 1 | 0.49 GiB – 0.49 GiB | 106k |
| nomic-embed-text-v1.5 | nomic-ai | 137M | 39 | 0.05 GiB – 0.51 GiB | 106k |
| jina-embeddings-v5-text-nano | jinaai | 212M | 42 | 0.09 GiB – 0.40 GiB | 89k |
| all-MiniLM-L6-v2 | sentence-transformers | 23M | 28 | 0.02 GiB – 0.08 GiB | 50k |
| mxbai-embed-xsmall-v1 | mixedbread-ai | 24M | 4 | 0.03 GiB – 0.09 GiB | 28k |
| nomic-embed-text-v2-moeMoE | nomic-ai | 475M | 20 | 0.25 GiB – 1.78 GiB | 16k |
| bge-m3 | BAAI | 567M | 1 | 0.59 GiB – 0.59 GiB | 14k |
| snowflake-arctic-embed-l-v2.0 | Snowflake | 568M | 15 | 0.39 GiB – 2.12 GiB | 11k |
| jina-reranker-v1-tiny-en | jinaai | 33M | 12 | 0.03 GiB – 0.06 GiB | 11k |
| Qwen3.5-9B-DFlash | z-lab | 1.3B | 11 | 0.45 GiB – 2.42 GiB | 8k |
| Qwen3-Embedding-0.6B | Qwen | 596M | 22 | 0.28 GiB – 1.12 GiB | 7k |
| gte-small | thenlper | 33M | 12 | 0.02 GiB – 0.03 GiB | 5k |
| Qwen3-Embedding-8B | Qwen | 7.6B | 17 | 2.87 GiB – 14.10 GiB | 4k |
| nomic-embed-text-v1 | nomic-ai | 137M | 14 | 0.05 GiB – 0.51 GiB | 4k |
| LFM2.5-Embedding-350M | LiquidAI | 354M | 23 | 0.15 GiB – 0.66 GiB | 4k |
| Qwen3-Embedding-4B | Qwen | 4.0B | 18 | 1.55 GiB – 7.50 GiB | 4k |
| Nemotron-3-Embed-8B-BF16 | nvidia | 8.0B | 36 | 1.81 GiB – 14.82 GiB | 3k |
| nomic-embed-code | nomic-ai | 7.1B | 42 | 2.37 GiB – 26.35 GiB | 3k |
| LCO-Embedding-Omni-3B-2605 | LCO-Embedding | 4.7B | 4 | 1.96 GiB – 3.37 GiB | 3k |
| qwen-indic-v1 | LingoIITGN | 7.6B | 36 | 1.78 GiB – 14.10 GiB | 3k |
| Octen-Embedding-4B | Octen | 4.0B | 12 | 1.55 GiB – 7.50 GiB | 2k |
| bge-reranker-v2-m3 | BAAI | 568M | 5 | 0.41 GiB – 0.59 GiB | 2k |
| LFM2.5-ColBERT-350M | LiquidAI | 353M | 24 | 0.15 GiB – 0.66 GiB | 2k |
| gte-large | thenlper | 335M | 12 | 0.13 GiB – 0.33 GiB | 2k |