Catalogue · Embedding models
354 open-weight embedding models tracked from the labs releasing them. AxForge can deploy any of these on EU-owned hardware on request — with the commercial licence arranged where one is needed.
354 models
Newest first — click any column heading to sort.
| Model | Maker | Task | Params | Variants | Licence | Released | Downloads/mo |
|---|---|---|---|---|---|---|---|
| WeMM-EmbeddingNEW | DreamBlooms | Embeddings | — | 1 | Licence fee | 2026-08-26 | 4k |
| WeMM-EmbeddingNEW | tencent | Embeddings | 2.7B | 3 | Licence fee | 2026-08-25 | 4k |
| tips-g14-lowres | Image embed | 1.5B | 1 | Open | 2026-08-19 | 335 | |
| tips-g14 | Image embed | 1.5B | 1 | Open | 2026-08-19 | 230 | |
| tips-l14 | Image embed | 488M | 1 | Open | 2026-08-19 | 180 | |
| tips-b14 | Image embed | 196M | 1 | Open | 2026-08-19 | 255 | |
| tips-s14 | Image embed | 56M | 1 | Open | 2026-08-19 | 279 | |
| Giga-Embeddings-A-0826 | ai-sage | Embeddings | 10.5B | 1 | Open | 2026-08-10 | 1k |
| deepx-embedding | dxtech-asia | Embeddings | — | 1 | Open | 2026-08-09 | 3k |
| Giga-Embeddings-0826 | ai-sage | Embeddings | 3.2B | 2 | Open | 2026-07-29 | 28k |
| UEmbed | Alibaba-NLP | Embeddings | 2.2B | 3 | Open | 2026-07-29 | 838 |
| Mage-V | microsoft | Image embed | 316M | 1 | Open | 2026-07-26 | 3k |
| prov-gigapath-flash | prov-gigapath | Image embed | — | 1 | Open | 2026-07-20 | 1k |
| bekko-embedding-a | hotchpotch | Embeddings | 123M | 2 | Open | 2026-07-19 | 17k |
| Nemotron-3-Embed | nvidia | Embeddings | 1.1B | 1 | Licence fee | 2026-07-14 | 332k |
| mLateOn-unsupervised | lightonai | Embeddings | 307M | 1 | Open | 2026-07-09 | 715 |
| mDenseOn-unsupervised | lightonai | Embeddings | 307M | 1 | Open | 2026-07-09 | 273 |
| R3-rerank | tencent | Reranker | 596M | 1 | Open | 2026-07-08 | 570 |
| R3-embedding | tencent | Embeddings | 596M | 1 | Open | 2026-07-08 | 628 |
| LateOn-hpool-regularized | lightonai | Embeddings | 149M | 1 | Open | 2026-07-06 | 330 |
| onebrain-rerank | onebrain-ai | Reranker | — | 1 | Open | 2026-07-06 | 14k |
| modernbert-tr-reranker | ytu-ce-cosmos | Reranker | 149M | 1 | Open | 2026-06-30 | 18k |
| OlmoEarth-v1_2 | allenai | Image embed | — | 1 | Licence fee | 2026-06-25 | 7k |
| OlmoEarth-v1_2-Nano | allenai | Image embed | — | 1 | Licence fee | 2026-06-24 | 2k |
| Cat2Real-DINO-384 | zhanganyi88 | Image embed | 303M | 1 | Open | 2026-06-22 | 546 |
| mLateOn | lightonai | Embeddings | 307M | 1 | Open | 2026-06-22 | 8k |
| mDenseOn | lightonai | Embeddings | 307M | 1 | Open | 2026-06-22 | 12k |
| Qwen3-Reranker | mlx-community | Reranker | 93M | 1 | Open | 2026-06-06 | 1k |
| SciCore-Omics | openbmb | Embeddings | 8.2B | 1 | Open | 2026-06-03 | 122 |
| bge-small-en | unsloth | Embeddings | 33M | 2 | Open | 2026-06-01 | 349k |
| LateOn-regularized | lightonai | Embeddings | 149M | 1 | Open | 2026-05-28 | 466 |
| siglip2-patch16-style-naflex | ostris | Image embed | 93M | 1 | Open | 2026-05-23 | 121 |
| starse | BorisTM | Embeddings | 8M | 1 | Open | 2026-05-23 | 556 |
| Prism2 | paige-ai | Embeddings | 4.5B | 1 | Licence fee | 2026-05-22 | 952 |
| LFM2.5-ColBERT | LiquidAI | Embeddings | 353M | 1 | Licence fee | 2026-05-20 | 4k |
| ettin-reranker | cross-encoder | Reranker | 68M | 3 | Open | 2026-05-15 | 17k |
| Agent-ModernColBERT-no-prefix | lightonai | Embeddings | 149M | 1 | Open | 2026-05-12 | 39 |
| Agent-ModernColBERT | lightonai | Embeddings | 149M | 1 | Open | 2026-05-12 | 3k |
| Qwen3-Reranker-bnb | PXY107kWqS | Reranker | 7.6B | 1 | Open | 2026-04-24 | 16k |
| granite-embedding-multilingual-r2 | ibm-granite | Embeddings | 97M | 2 | Open | 2026-04-20 | 95k |
| tips-so400m14 | Image embed | 862M | 1 | Open | 2026-04-09 | 267k | |
| jina-embeddings-omni-small | jinaai | Embeddings | 1.6B | 1 | Licence fee | 2026-04-01 | 36k |
| jina-embeddings-omni-nano | jinaai | Embeddings | 986M | 1 | Licence fee | 2026-04-01 | 8k |
| jina-embeddings-omni-small-retrieval | jinaai | Embeddings | 1.6B | 3 | Licence fee | 2026-03-31 | 104k |
| LaSER-Qwen3 | Alibaba-NLP | Embeddings | 596M | 3 | Open | 2026-03-31 | 693 |
| harrier-oss | microsoft | Embeddings | 268M | 2 | Open | 2026-03-30 | 778k |
| ARC4_Encoder_Llama | kyutai | Embeddings | 3.0B | 1 | Open | 2026-03-26 | — |
| SkillRouter-Reranker | pipizhao | Reranker | 596M | 1 | Open | 2026-03-26 | 8k |
| LateOn | lightonai | Embeddings | 149M | 1 | Open | 2026-03-13 | 6k |
| DenseOn | lightonai | Embeddings | 149M | 1 | Open | 2026-03-13 | 11k |
| siglino | tiiuae | Image embed | 493M | 3 | Open | 2026-03-11 | 300 |
| siglino-moe-0.15 | tiiuae | Image embed | 523M | 1 | Open | 2026-03-11 | 110 |
| granite-speech-4.1-nar | ibm-granite | Embeddings | 2.3B | 1 | Open | 2026-03-10 | 124k |
| jina-embeddings-text-nano-retrieval | jinaai | Embeddings | 212M | 1 | Licence fee | 2026-02-10 | 130k |
| jina-embeddings-text-small-retrieval | jinaai | Embeddings | 596M | 1 | Licence fee | 2026-02-05 | 70k |
| C-RADIO-H | nvidia | Embeddings | 652M | 1 | Licence fee | 2026-01-26 | 30k |
| Qwen3-VL-Embedding | RamManavalan | Embeddings | 8.8B | 1 | Open | 2026-01-22 | 357k |
| Qwen3-Embedding | unsloth | Embeddings | 4.0B | 1 | Open | 2026-01-22 | 224k |
| jina-embeddings-text-small | jinaai | Embeddings | 596M | 1 | Licence fee | 2026-01-22 | 196k |
| jina-embeddings-text-nano | jinaai | Embeddings | 212M | 1 | Licence fee | 2026-01-22 | 133k |
| e5-mistral-bnb | gabor-hosu | Embeddings | 7.3B | 1 | Open | 2026-01-09 | 587k |
| Qwen3-VL-Reranker | Qwen | Reranker | 2.1B | 2 | Open | 2026-01-07 | 2.1M |
| Qwen3-VL-Embedding | Qwen | Embeddings | 2.1B | 2 | Open | 2026-01-07 | 1.4M |
| Octen-Embedding | Octen | Embeddings | 7.6B | 3 | Open | 2025-12-23 | 115k |
| dino-vitl16-pretrain-lvd | camenduru | Image embed | 303M | 1 | Licence fee | 2025-12-17 | 1M |
| llama-nemotron-rerank-vl | nvidia | Reranker | 1.7B | 1 | Licence fee | 2025-12-04 | 34k |
| llama-nemotron-embed-vl | nvidia | Embeddings | 1.7B | 1 | Licence fee | 2025-12-03 | 54k |
| ms-marco-ettin-reranker | tomaarsen | Reranker | 32M | 1 | Licence fee | 2025-11-24 | 46k |
| zerank-2-reranker | zeroentropy | Reranker | 4.0B | 1 | Open | 2025-11-19 | 634k |
| LFM2-ColBERT | LiquidAI | Embeddings | 353M | 1 | Licence fee | 2025-10-28 | 25k |
| MERaLiON-SER | MERaLiON | Embeddings | 770M | 1 | Licence fee | 2025-10-21 | 20k |
| llama-nemotron-rerank | nvidia | Reranker | 1.2B | 1 | Licence fee | 2025-10-16 | 946k |
| llama-nemotron-embed | nvidia | Embeddings | 1.2B | 1 | Licence fee | 2025-10-16 | 632k |
| llama-embed-nemotron | nvidia | Embeddings | 7.5B | 1 | Licence fee | 2025-10-07 | 419k |
| Qwen3-Reranker-Q8_0 | ggml-org | Reranker | — | 1 | Open | 2025-10-03 | 66k |
| jina-reranker | jinaai | Reranker | 597M | 2 | Licence fee | 2025-09-18 | 806k |
| vit_small_patch16_dino.lvd | timm | Image embed | 22M | 1 | Licence fee | 2025-09-17 | 383k |
| vit_large_patch16_dino.lvd | timm | Image embed | 303M | 1 | Licence fee | 2025-09-17 | 273k |
| vit_huge_plus_patch16_dino.lvd | timm | Image embed | 841M | 1 | Licence fee | 2025-09-17 | 63k |
| vit_base_patch16_dinov3_qkvb.lvd | timm | Image embed | 86M | 1 | Licence fee | 2025-09-17 | 141k |
| vit_base_patch16_dino.lvd | timm | Image embed | 86M | 1 | Licence fee | 2025-09-17 | 232k |
| convnext_tiny.dinov3_lvd | timm | Image embed | 28M | 1 | Licence fee | 2025-09-11 | 74k |
| convnext_small.dinov3_lvd | timm | Image embed | 49M | 1 | Licence fee | 2025-09-11 | 28k |
| embeddinggemma | unsloth | Embeddings | 303M | 2 | Conditions | 2025-09-04 | 29k |
| jina-code-embeddings | jinaai | Embeddings | 494M | 2 | Licence fee | 2025-08-19 | 83k |
| Qwen3-Reranker-seq-cls-vllm | dolfsai | Reranker | 4.1B | 2 | Open | 2025-08-16 | 52k |
| LVFace | bytedance-research | Image embed | — | 1 | Open | 2025-08-10 | 33k |
| mdbr-leaf-ir | MongoDB | Embeddings | 23M | 1 | Open | 2025-08-08 | 392k |
| nemo-nano-codec-22khz-1.89kbps-21.5fps | nvidia | Embeddings | — | 1 | Licence fee | 2025-08-06 | 22k |
| dino-vitl16-pretrain-sat | Image embed | 303M | 1 | Licence fee | 2025-08-06 | 27k | |
| dino-convnext-tiny-pretrain-lvd | Image embed | 28M | 1 | Licence fee | 2025-08-06 | 41k | |
| dino-vith16plus-pretrain-lvd | Image embed | 841M | 1 | Licence fee | 2025-08-06 | 65k | |
| dino-vits16plus-pretrain-lvd | Image embed | 29M | 1 | Licence fee | 2025-08-06 | 181k | |
| dino-vitl16-pretrain-lvd | Image embed | 303M | 1 | Licence fee | 2025-08-06 | 689k | |
| dino-convnext-small-pretrain-lvd | Image embed | 49M | 1 | Licence fee | 2025-08-05 | 27k | |
| dino-vitb16-pretrain-lvd | Image embed | 86M | 1 | Licence fee | 2025-08-05 | 600k | |
| dino-vits16-pretrain-lvd | Image embed | 22M | 1 | Licence fee | 2025-08-05 | 343k | |
| naflexvit_so400m_patch16_siglip.v2_webli | timm | Image embed | 428M | 1 | Open | 2025-08-04 | 124k |
| granite-embedding-reranker-english-r2 | ibm-granite | Reranker | 150M | 1 | Open | 2025-08-04 | 34k |
| granite-embedding-small-english-r2 | ibm-granite | Embeddings | 48M | 1 | Open | 2025-07-17 | 5.7M |
| granite-embedding-english-r2 | ibm-granite | Embeddings | 149M | 1 | Open | 2025-07-17 | 59k |
| embeddinggemma | Embeddings | 303M | 1 | Conditions | 2025-07-17 | 2.5M | |
| higgs-audio-tokenizer | bosonai | Embeddings | 201M | 1 | Licence fee | 2025-06-23 | 140k |
| Qwen3-Embedding-G128 | boboliu | Embeddings | 4.1B | 1 | Open | 2025-06-06 | 542k |
| Qwen3-Reranker-seq-cls | tomaarsen | Reranker | 596M | 2 | Open | 2025-06-06 | 186k |
| Qwen3-Reranker | Qwen | Reranker | 4.0B | 3 | Open | 2025-06-03 | 2.4M |
| japanese-reranker-xsmall | hotchpotch | Reranker | 37M | 1 | Open | 2025-05-07 | 158k |
| GTE-ModernColBERT | lightonai | Embeddings | 149M | 1 | Open | 2025-04-30 | 361k |
| Vietnamese_Embedding | AITeamVN | Embeddings | 568M | 1 | Open | 2025-04-30 | 31k |
| PE-Core-L14-336 | Image embed | — | 1 | Open | 2025-04-11 | 318k | |
| ruri | cl-nagoya | Embeddings | 315M | 1 | Open | 2025-04-09 | 427k |
| ruri-reranker | cl-nagoya | Reranker | 315M | 1 | Open | 2025-04-06 | 319k |
| nomic-embed-code | nomic-ai | Embeddings | 7.1B | 2 | Open | 2025-03-24 | 385k |
| mxbai-rerank-large | mixedbread-ai | Reranker | 1.5B | 2 | Open | 2025-03-03 | 91k |
| MegaLoc | gberton | Image embed | 229M | 1 | Open | 2025-02-27 | 97k |
| reranker-bert-tiny-gooaq-bce | cross-encoder-testing | Reranker | 4M | 1 | Open | 2025-02-26 | 276k |
| vit_so400m_patch16_siglip_512.v2_webli | timm | Image embed | 429M | 1 | Open | 2025-02-21 | 29k |
| vit_so400m_patch16_siglip_256.v2_webli | timm | Image embed | 428M | 1 | Open | 2025-02-21 | 62k |
| vit_large_patch16_siglip_256.v2_webli | timm | Image embed | 316M | 1 | Open | 2025-02-21 | 64k |
| vit_base_patch16_siglip_256.v2_webli | timm | Image embed | 93M | 1 | Open | 2025-02-21 | 191k |
| siglip2-so-patch16-naflex | Image embed | 1.1B | 1 | Open | 2025-02-18 | 396k | |
| siglip2-patch16-naflex | Image embed | 375M | 1 | Open | 2025-02-18 | 1M | |
| granite-embedding-sparse | ibm-granite | Embeddings | 30M | 1 | Open | 2025-02-17 | 23k |
| siglip2-so-patch16-256 | Image embed | 1.1B | 1 | Open | 2025-02-17 | 531k | |
| siglip2-so-patch14-384 | Image embed | 1.1B | 1 | Open | 2025-02-17 | 817k | |
| siglip2-giant-opt-patch16-384 | Image embed | 1.9B | 1 | Open | 2025-02-17 | 2.6M | |
| siglip2-patch16-256 | Image embed | 375M | 1 | Open | 2025-02-17 | 547k | |
| siglip2-patch16-224 | Image embed | 375M | 1 | Open | 2025-02-17 | 1.4M | |
| H-optimus-1 | bioptimus | Image embed | 1.1B | 1 | Licence fee | 2025-02-17 | 66k |
| nomic-embed-text-moe | nomic-ai | Embeddings | 475M | 2 | Open | 2025-02-07 | 2.1M |
| gte-reranker-modernbert | Alibaba-NLP | Reranker | 150M | 1 | Open | 2025-01-20 | 2.1M |
| gte-modernbert | Alibaba-NLP | Embeddings | 149M | 1 | Open | 2025-01-20 | 206k |
| UNI2-h | MahmoodLab | Image embed | — | 1 | Licence fee | 2025-01-10 | 73k |
| bge-en-course-recommender | datasocietyco | Embeddings | 109M | 1 | Licence fee | 2025-01-09 | 4.2M |
| vit_large_patch14_clip_224.dfn2b_s | timm | Image embed | 304M | 1 | Licence fee | 2024-12-30 | 31k |
| modernbert-embed | nomic-ai | Embeddings | 149M | 1 | Open | 2024-12-29 | 244k |
| dino-with-registers-large | Image embed | 304M | 1 | Open | 2024-12-21 | 31k | |
| dino-with-registers | Image embed | 87M | 1 | Open | 2024-12-20 | 226k | |
| dino-with-registers-small | Image embed | 22M | 1 | Open | 2024-12-20 | 24k | |
| KURE | nlpai-lab | Embeddings | 568M | 1 | Open | 2024-12-18 | 362k |
| Giga-Embeddings | ai-sage | Embeddings | 3.4B | 1 | Open | 2024-12-11 | 597k |
| granite-embedding-multilingual | ibm-granite | Embeddings | 107M | 2 | Open | 2024-12-04 | 80k |
| granite-embedding-english | ibm-granite | Embeddings | 125M | 2 | Open | 2024-12-04 | 122k |
| TITAN | MahmoodLab | Image embed | 159M | 1 | Licence fee | 2024-12-02 | 170k |
| persian-embeddings | heydariAI | Embeddings | 560M | 1 | Open | 2024-11-21 | 88k |
| snowflake-arctic-embed-l | Snowflake | Embeddings | 568M | 2 | Open | 2024-11-08 | 715k |
| bge-m3 | gpustack | Embeddings | — | 1 | Open | 2024-10-31 | 37k |
| bge-reranker-m3-ko | dragonkue | Reranker | 568M | 1 | Open | 2024-10-16 | 80k |
| jina-clip | jinaai | Embeddings | 865M | 2 | Licence fee | 2024-10-08 | 104k |
| KoE5 | nlpai-lab | Embeddings | 560M | 1 | Open | 2024-09-24 | 58k |
| mxbai-embed-xsmall | mixedbread-ai | Embeddings | 24M | 1 | Open | 2024-09-13 | 20k |
| mimi | kyutai | Embeddings | 96M | 1 | Open | 2024-09-10 | 634k |
| jina-embeddings | jinaai | Embeddings | 572M | 2 | Licence fee | 2024-09-05 | 2.5M |
| bge-reranker-m3-en-ru | qilowoq | Reranker | 375M | 1 | Open | 2024-09-05 | 36k |
| ijepa_vith14_1k | Image embed | 631M | 1 | Licence fee | 2024-08-25 | 37k | |
| marqo-fashionSigLIP | Marqo | Image embed | 203M | 1 | Open | 2024-08-09 | 356k |
| marqo-fashionCLIP | Marqo | Image embed | 150M | 1 | Open | 2024-08-08 | 24k |
| hibou-L | histai | Image embed | 304M | 1 | Open | 2024-08-07 | 53k |
| Virchow2 | paige-ai | Image embed | 631M | 1 | Licence fee | 2024-08-05 | 111k |
| H-optimus-0 | bioptimus | Image embed | — | 1 | Open | 2024-07-30 | 80k |
| ru-en-RoSBERTa | ai-forever | Embeddings | 404M | 1 | Open | 2024-07-29 | 143k |
| bge-multilingual-gemma2 | BAAI | Embeddings | 9.2B | 1 | Conditions | 2024-07-25 | 333k |
| gte-multilingual-reranker | Alibaba-NLP | Reranker | 306M | 1 | Open | 2024-07-20 | 691k |
| gte-multilingual | Alibaba-NLP | Embeddings | 305M | 1 | Open | 2024-07-20 | 1.4M |
| 1 | unslothai | Embeddings | — | 1 | Licence fee | 2024-07-14 | 988k |
| stella_en | NovaSearch | Embeddings | 435M | 2 | Open | 2024-07-12 | 77k |
| deepset-mxbai-embed-de-large | mixedbread-ai | Embeddings | 487M | 1 | Open | 2024-07-12 | 123k |
| vram-16 | unslothai | Embeddings | — | 1 | Licence fee | 2024-07-07 | 414k |
| repeat | unslothai | Embeddings | — | 1 | Licence fee | 2024-07-07 | 870k |
| other | unslothai | Embeddings | — | 1 | Licence fee | 2024-07-07 | 324k |
| USER-bge-m3 | deepvk | Embeddings | 359M | 1 | Open | 2024-07-05 | 358k |
| gte-Qwen2 | Alibaba-NLP | Embeddings | 1.8B | 2 | Open | 2024-06-29 | 883k |
| jina-reranker-multilingual | jinaai | Reranker | 278M | 1 | Licence fee | 2024-06-19 | 1.2M |
| bm25 | Qdrant | Embeddings | — | 1 | Open | 2024-06-13 | 1.1M |
| nomic-embed-vision | nomic-ai | Image embed | 93M | 1 | Open | 2024-06-01 | 59k |
| prov-gigapath | prov-gigapath | Image embed | — | 1 | Open | 2024-05-20 | 44k |
| rad-dino | microsoft | Image embed | 87M | 1 | Licence fee | 2024-05-17 | 132k |
| phikon | owkin | Image embed | 303M | 1 | Licence fee | 2024-05-17 | 330k |
| LLM2Vec-Meta-Llama-3-mntp | McGill-NLP | Embeddings | — | 1 | Open | 2024-04-30 | 221k |
| LLM2Vec-Meta-Llama-3-mntp-supervised | McGill-NLP | Embeddings | — | 1 | Open | 2024-04-30 | 96k |
| gte-large-en | Alibaba-NLP | Embeddings | 434M | 1 | Open | 2024-04-20 | 922k |
| gte-en | Alibaba-NLP | Embeddings | 137M | 1 | Open | 2024-04-20 | 351k |
| cross-encoder-russian-msmarco | DiTy | Reranker | 178M | 1 | Open | 2024-04-19 | 78k |
| snowflake-arctic-embed-xs | Snowflake | Embeddings | 23M | 1 | Licence fee | 2024-04-12 | 382k |
| snowflake-arctic-embed-s | Snowflake | Embeddings | 33M | 1 | Open | 2024-04-12 | 577k |
| snowflake-arctic-embed-m-long | Snowflake | Embeddings | 137M | 1 | Open | 2024-04-12 | 90k |
| snowflake-arctic-embed-m | Snowflake | Embeddings | 109M | 2 | Open | 2024-04-11 | 406k |
| lambda | unslothai | Embeddings | — | 1 | Licence fee | 2024-03-31 | 491k |
| japanese-reranker-cross-encoder-small | hotchpotch | Reranker | 118M | 1 | Open | 2024-03-28 | 26k |
| japanese-reranker-cross-encoder-xsmall | hotchpotch | Reranker | 107M | 1 | Open | 2024-03-28 | 62k |
| UNI | MahmoodLab | Image embed | — | 1 | Licence fee | 2024-03-19 | 108k |
| mHuBERT-147 | utter-project | Embeddings | 94M | 1 | Licence fee | 2024-03-14 | 80k |
| bge-small-en | michaelfeil | Embeddings | 33M | 1 | Open | 2024-03-12 | 1.3M |
| mxbai-embed-large | mixedbread-ai | Embeddings | 335M | 1 | Open | 2024-03-07 | 3.1M |
| mxbai-embed-2d-large | mixedbread-ai | Embeddings | 335M | 1 | Open | 2024-03-04 | 184k |
| mxbai-rerank | mixedbread-ai | Reranker | 184M | 2 | Open | 2024-02-29 | 46k |
| mxbai-rerank-xsmall | mixedbread-ai | Reranker | 71M | 1 | Open | 2024-02-29 | 580k |
| nomic-embed-text | nomic-ai | Embeddings | 137M | 2 | Open | 2024-02-10 | 16.6M |
| bge-m3 | BAAI | Embeddings | — | 1 | Open | 2024-01-27 | 37.1M |
| SFR-Embedding-Mistral | Salesforce | Embeddings | 7.1B | 1 | Licence fee | 2024-01-24 | 33k |
| paraphrase-multilingual-MiniLM-L12-onnx-Q | Qdrant | Embeddings | — | 1 | Open | 2024-01-16 | 399k |
| multilingual-e5-large-onnx | Qdrant | Embeddings | — | 1 | Open | 2024-01-16 | 388k |
| all-MiniLM-L6-onnx | Qdrant | Embeddings | — | 1 | Open | 2024-01-16 | 1.2M |
| bge-small-en-onnx-Q | Qdrant | Embeddings | — | 1 | Open | 2024-01-15 | 970k |
| jina-embeddings-de | jinaai | Embeddings | 161M | 1 | Open | 2024-01-12 | 37k |
| siglip-so-patch14-384 | Image embed | 878M | 1 | Open | 2024-01-08 | 1.5M | |
| CONCH | MahmoodLab | Image embed | — | 1 | Licence fee | 2024-01-05 | 74k |
| e5-mistral | intfloat | Embeddings | 7.1B | 1 | Open | 2023-12-20 | 546k |
| w2v-bert-2.0 | Embeddings | 580M | 1 | Open | 2023-12-19 | 2.2M | |
| Solon-embeddings-large-0.1 | OrdalieTech | Embeddings | 560M | 1 | Open | 2023-12-09 | 292k |
| UAE-Large | WhereIsAI | Embeddings | 335M | 1 | Open | 2023-12-04 | 1.4M |
| BioLORD-2023 | FremyCompany | Embeddings | 109M | 1 | Licence fee | 2023-11-27 | 429k |
| jina-embeddings-code | jinaai | Embeddings | 161M | 1 | Open | 2023-11-17 | 404k |
| vit_base_patch16_224.orig_in21k | timm | Image embed | 86M | 1 | Open | 2023-11-16 | 24k |
| stsb-bert-tiny-safetensors | sentence-transformers-testing | Embeddings | 4M | 1 | Licence fee | 2023-11-06 | 2M |
| larger_clap_general | laion | Embeddings | — | 1 | Open | 2023-10-30 | 316k |
| vit_small_patch14_reg4_dino.lvd | timm | Image embed | 22M | 1 | Open | 2023-10-30 | 294k |
| vit_large_patch14_reg4_dino.lvd | timm | Image embed | 304M | 1 | Open | 2023-10-30 | 322k |
| vit_base_patch14_reg4_dino.lvd | timm | Image embed | 87M | 1 | Open | 2023-10-30 | 275k |
| MoLFormer-XL-both-10pct | ibm-research | Embeddings | 47M | 1 | Open | 2023-10-20 | 114k |
| pubmedbert-embeddings | NeuML | Embeddings | 109M | 1 | Open | 2023-10-18 | 810k |
| bge-micro | TaylorAI | Embeddings | 17M | 1 | Open | 2023-10-11 | 973k |
| llm-embedder | BAAI | Embeddings | 109M | 1 | Open | 2023-10-09 | 40k |
| siglip-patch16-224 | Image embed | 203M | 1 | Open | 2023-09-30 | 1.5M | |
| jina-embeddings-small-en | jinaai | Embeddings | 33M | 1 | Open | 2023-09-27 | 880k |
| jina-embeddings-en | jinaai | Embeddings | 137M | 1 | Open | 2023-09-27 | 239k |
| crossencoder-distilcamembert-mmarcoFR | antoinelouis | Reranker | 68M | 1 | Open | 2023-09-16 | 339k |
| bge-small-en | Xenova | Embeddings | — | 1 | Licence fee | 2023-09-13 | 365k |
| bge-en | Xenova | Embeddings | — | 1 | Open | 2023-09-13 | 2.3M |
| bge-reranker-large | BAAI | Embeddings | 560M | 1 | Open | 2023-09-12 | 2.6M |
| bge-small-zh | BAAI | Embeddings | 24M | 2 | Open | 2023-09-12 | 4.8M |
| bge-large-zh | BAAI | Embeddings | — | 2 | Open | 2023-09-12 | 1.2M |
| bge-zh | BAAI | Embeddings | — | 2 | Open | 2023-09-12 | 1.1M |
| bge-small-en | BAAI | Embeddings | 33M | 1 | Open | 2023-09-12 | 68.8M |
| bge-large-en | BAAI | Embeddings | 335M | 1 | Open | 2023-09-12 | 13.8M |
| bge-en | BAAI | Embeddings | 109M | 1 | Open | 2023-09-11 | 12M |
| vietnamese-bi-encoder | bkai-foundation-models | Embeddings | 135M | 1 | Open | 2023-09-09 | 459k |
| blip2-itm-v-g | Salesforce | Image embed | 1.2B | 1 | Open | 2023-08-23 | 25k |
| dino-small | Image embed | 22M | 1 | Open | 2023-07-31 | 4.5M | |
| gte-small | thenlper | Embeddings | 33M | 1 | Open | 2023-07-27 | 1.1M |
| gte-large | thenlper | Embeddings | 335M | 1 | Open | 2023-07-27 | 704k |
| gte | thenlper | Embeddings | 109M | 1 | Open | 2023-07-27 | 273k |
| dino-giant | Image embed | 1.1B | 1 | Open | 2023-07-17 | 281k | |
| dino-large | Image embed | 304M | 1 | Open | 2023-07-17 | 803k | |
| dino | Image embed | 87M | 1 | Open | 2023-07-17 | 2.8M | |
| multilingual-e5-small | Xenova | Embeddings | — | 1 | Licence fee | 2023-07-01 | 150k |
| multilingual-e5-large | intfloat | Embeddings | 560M | 1 | Open | 2023-06-30 | 7.2M |
| multilingual-e5-small | intfloat | Embeddings | 118M | 1 | Open | 2023-06-30 | 12.2M |
| encodec_24khz | Embeddings | 23M | 1 | Licence fee | 2023-06-12 | 388k | |
| multilingual-e5 | intfloat | Embeddings | 278M | 1 | Open | 2023-05-19 | 6.7M |
| e5-large | intfloat | Embeddings | 335M | 1 | Open | 2023-05-19 | 2M |
| e5 | intfloat | Embeddings | 109M | 1 | Open | 2023-05-19 | 1.3M |
| e5-small | intfloat | Embeddings | 33M | 1 | Open | 2023-05-19 | 666k |
| vit_small_patch14_dino.lvd | timm | Image embed | 22M | 1 | Open | 2023-05-09 | 1.1M |
| vit_large_patch14_dino.lvd | timm | Image embed | 304M | 1 | Open | 2023-05-09 | 170k |
| vit_base_patch14_dino.lvd | timm | Image embed | 87M | 1 | Open | 2023-05-09 | 547k |
| vit_large_patch16_224.mae | timm | Image embed | 303M | 1 | Licence fee | 2023-05-09 | 42k |
| vit_base_patch16_224.mae | timm | Image embed | 86M | 1 | Licence fee | 2023-05-09 | 26k |
| paraphrase-albert-small | GPTCache | Embeddings | — | 1 | Open | 2023-05-09 | 306k |
| all-MiniLM-L6 | Xenova | Embeddings | — | 1 | Open | 2023-05-02 | 2.6M |
| ATTACK-BERT | basel | Embeddings | — | 1 | Licence fee | 2023-04-14 | 25k |
| BiomedCLIP-PubMedBERT_256-vit_base_patch16_224 | microsoft | Image embed | — | 1 | Open | 2023-04-05 | 452k |
| specter2 | allenai | Embeddings | — | 1 | Open | 2023-02-16 | 778k |
| clap-htsat-unfused | laion | Embeddings | — | 1 | Open | 2023-02-16 | 685k |
| vit_small_patch16_224.dino | timm | Image embed | 22M | 1 | Open | 2022-12-22 | 36k |
| vit_base_patch16_224.dino | timm | Image embed | 86M | 1 | Open | 2022-12-22 | 143k |
| vit_base_patch16_clip_224.openai | timm | Image embed | — | 1 | Open | 2022-11-01 | 237k |
| st-polish-paraphrase-from-mpnet | sdadas | Embeddings | 124M | 1 | Conditions | 2022-07-25 | 415k |
| S-PubMedBert-MedQuAD | TimKond | Embeddings | 109M | 1 | Open | 2022-06-09 | 442k |
| mmarco-mMiniLM-L12-H384 | cross-encoder | Reranker | 118M | 1 | Open | 2022-06-01 | 1.8M |
| splade-cocondenser-ensembledistil | naver | Embeddings | — | 1 | Licence fee | 2022-05-09 | 459k |
| KR-SBERT-V40K-klueNLI-augSTS | snunlp | Embeddings | — | 1 | Licence fee | 2022-05-03 | 467k |
| clip-v-large-patch14-336 | openai | Image embed | — | 1 | Licence fee | 2022-04-22 | 2.5M |
| unixcoder | microsoft | Embeddings | — | 1 | Open | 2022-03-23 | 214k |
| all-MiniLM-L6 | sentence-transformers | Embeddings | 23M | 1 | Open | 2022-03-02 | 255.1M |
| ms-marco-MiniLM-L6 | cross-encoder | Reranker | 23M | 1 | Open | 2022-03-02 | 86.4M |
| paraphrase-multilingual-MiniLM-L12 | sentence-transformers | Embeddings | 118M | 1 | Open | 2022-03-02 | 46.7M |
| all-mpnet | sentence-transformers | Embeddings | 109M | 1 | Open | 2022-03-02 | 24.6M |
| clip-v-patch32 | openai | Image embed | — | 1 | Licence fee | 2022-03-02 | 20.4M |
| paraphrase-multilingual-mpnet | sentence-transformers | Embeddings | 278M | 1 | Open | 2022-03-02 | 10.2M |
| clip-v-large-patch14 | openai | Image embed | 428M | 1 | Licence fee | 2022-03-02 | 6.6M |
| ms-marco-MiniLM-L4 | cross-encoder | Reranker | 19M | 1 | Open | 2022-03-02 | 6.4M |
| all-MiniLM-L12 | sentence-transformers | Embeddings | 33M | 1 | Open | 2022-03-02 | 3.9M |
| paraphrase-MiniLM-L6 | sentence-transformers | Embeddings | 23M | 1 | Open | 2022-03-02 | 2.6M |
| all-distilroberta | sentence-transformers | Embeddings | 82M | 1 | Open | 2022-03-02 | 2.6M |
| paraphrase-mpnet | sentence-transformers | Embeddings | 109M | 1 | Open | 2022-03-02 | 1.9M |
| ms-marco-MiniLM-L12 | cross-encoder | Reranker | 33M | 1 | Open | 2022-03-02 | 1.8M |
| multi-qa-mpnet-dot | sentence-transformers | Embeddings | 109M | 1 | Licence fee | 2022-03-02 | 1.8M |
| clip-v-patch16 | openai | Image embed | — | 1 | Licence fee | 2022-03-02 | 1.7M |
| SapBERT-from-PubMedBERT-fulltext | cambridgeltl | Embeddings | 109M | 1 | Open | 2022-03-02 | 1.4M |
| paraphrase-MiniLM-L3 | sentence-transformers | Embeddings | 17M | 1 | Open | 2022-03-02 | 1.3M |
| wavlm-large | microsoft | Embeddings | — | 1 | Licence fee | 2022-03-02 | 1.1M |
| text2vec-chinese | shibing624 | Embeddings | 102M | 1 | Open | 2022-03-02 | 1.1M |
| distiluse-multilingual-cased | sentence-transformers | Embeddings | 135M | 1 | Open | 2022-03-02 | 1M |
| wavlm-plus | microsoft | Embeddings | — | 1 | Licence fee | 2022-03-02 | 991k |
| v-patch16-224-in21k | Image embed | 86M | 1 | Open | 2022-03-02 | 969k | |
| ms-marco-MiniLM-L2 | cross-encoder | Reranker | 16M | 1 | Open | 2022-03-02 | 935k |
| ko-sroberta-multitask | jhgan | Embeddings | 111M | 1 | Licence fee | 2022-03-02 | 926k |
| multi-qa-MiniLM-L6-cos | sentence-transformers | Embeddings | 23M | 1 | Licence fee | 2022-03-02 | 866k |
| nli-mpnet | sentence-transformers | Embeddings | 109M | 1 | Open | 2022-03-02 | 850k |
| LaBSE | sentence-transformers | Embeddings | 471M | 1 | Open | 2022-03-02 | 762k |
| all-roberta-large | sentence-transformers | Embeddings | 355M | 1 | Open | 2022-03-02 | 668k |
| conv-bert | YituTech | Embeddings | — | 1 | Licence fee | 2022-03-02 | 599k |
| dino-vitb16 | Image embed | — | 1 | Open | 2022-03-02 | 543k | |
| canine-c | Embeddings | 132M | 1 | Open | 2022-03-02 | 517k | |
| hubert-ls960 | Embeddings | — | 1 | Open | 2022-03-02 | 516k | |
| ms-marco-TinyBERT-L2 | cross-encoder | Reranker | 4M | 1 | Open | 2022-03-02 | 470k |
| msmarco-bert-dot | sentence-transformers | Embeddings | 109M | 1 | Licence fee | 2022-03-02 | 459k |
| bert-turkish-cased-mean-nli-stsb-tr | emrecan | Embeddings | 111M | 1 | Open | 2022-03-02 | 445k |
| paraphrase-MiniLM-L12 | sentence-transformers | Embeddings | 33M | 1 | Open | 2022-03-02 | 443k |
| sup-SimCSE-VietNamese-phobert | VoVanPhuc | Embeddings | 136M | 1 | Licence fee | 2022-03-02 | 401k |
| indobert-p1 | indobenchmark | Embeddings | — | 1 | Open | 2022-03-02 | 351k |
| paraphrase-albert-small | sentence-transformers | Embeddings | 12M | 1 | Open | 2022-03-02 | 342k |
| bart | Embeddings | 139M | 1 | Open | 2022-03-02 | 311k | |
| bert-nli-mean-tokens | sentence-transformers | Embeddings | 109M | 1 | Open | 2022-03-02 | 273k |
| LaBSE-en-ru | cointegrated | Embeddings | 129M | 1 | Licence fee | 2022-03-02 | 271k |
| msmarco-MiniLM-L6 | sentence-transformers | Embeddings | 23M | 1 | Open | 2022-03-02 | 255k |
| dino-vits16 | Image embed | — | 1 | Open | 2022-03-02 | 248k | |
| codebert | microsoft | Embeddings | — | 1 | Licence fee | 2022-03-02 | 202k |
| msmarco-distilbert-tas-b | sentence-transformers | Embeddings | 66M | 1 | Open | 2022-03-02 | 199k |
| biobert | dmis-lab | Embeddings | — | 1 | Licence fee | 2022-03-02 | 189k |
| stsb-roberta | cross-encoder | Reranker | 125M | 1 | Open | 2022-03-02 | 161k |
| sentence-t5 | sentence-transformers | Embeddings | 110M | 1 | Open | 2022-03-02 | 155k |
| stsb-xlm-r-multilingual | sentence-transformers | Embeddings | 278M | 1 | Open | 2022-03-02 | 152k |
| hubert-large-ll60k | Embeddings | — | 1 | Open | 2022-03-02 | 150k | |
| msmarco-MiniLM-L12-cos | sentence-transformers | Embeddings | 33M | 1 | Licence fee | 2022-03-02 | 142k |
| msmarco-distilbert-cos | sentence-transformers | Embeddings | 66M | 1 | Licence fee | 2022-03-02 | 133k |
| stsb-roberta | sentence-transformers | Embeddings | 125M | 1 | Open | 2022-03-02 | 130k |
| distilbert-nli-mean-tokens | sentence-transformers | Embeddings | 66M | 1 | Open | 2022-03-02 | 111k |
| stsb-distilroberta | cross-encoder | Reranker | 82M | 1 | Open | 2022-03-02 | 102k |
| stsb-roberta-large | cross-encoder | Reranker | 355M | 1 | Open | 2022-03-02 | 101k |
| quora-distilroberta | cross-encoder | Reranker | 82M | 1 | Open | 2022-03-02 | 100k |
| clip-V-B-32-multilingual | sentence-transformers | Embeddings | 135M | 1 | Open | 2022-03-02 | 97k |
| msmarco-distilbert | sentence-transformers | Embeddings | 66M | 1 | Open | 2022-03-02 | 93k |
| multi-qa-MiniLM-L6-dot | sentence-transformers | Embeddings | 23M | 1 | Licence fee | 2022-03-02 | 92k |
| stsb-roberta-large | sentence-transformers | Embeddings | 355M | 1 | Open | 2022-03-02 | 85k |
| v-large-patch16-224-in21k | Image embed | 304M | 1 | Open | 2022-03-02 | 83k | |
| multi-qa-mpnet-cos | sentence-transformers | Embeddings | 109M | 1 | Licence fee | 2022-03-02 | 83k |
| paraphrase-distilroberta | sentence-transformers | Embeddings | 82M | 1 | Open | 2022-03-02 | 81k |
| qnli-electra | cross-encoder | Reranker | 109M | 1 | Open | 2022-03-02 | 70k |
| multi-qa-distilbert-dot | sentence-transformers | Embeddings | 66M | 1 | Licence fee | 2022-03-02 | 63k |
| distilbert-nli-stsb-mean-tokens | sentence-transformers | Embeddings | 66M | 1 | Open | 2022-03-02 | 58k |
| gtr-t5-large | sentence-transformers | Embeddings | 335M | 1 | Open | 2022-03-02 | 57k |
| ms-marco-electra | cross-encoder | Reranker | 109M | 1 | Open | 2022-03-02 | 51k |
| bert-large-nli-max-tokens | sentence-transformers | Embeddings | 335M | 1 | Open | 2022-03-02 | 49k |
| stsb-TinyBERT-L4 | cross-encoder | Reranker | 14M | 1 | Open | 2022-03-02 | 42k |
| quora-distilbert-multilingual | sentence-transformers | Embeddings | 135M | 1 | Open | 2022-03-02 | 34k |
| multi-qa-distilbert-cos | sentence-transformers | Embeddings | 66M | 1 | Licence fee | 2022-03-02 | 30k |
| paraphrase-TinyBERT-L6 | sentence-transformers | Embeddings | 67M | 1 | Open | 2022-03-02 | 30k |
| msmarco-distilbert-dot | sentence-transformers | Embeddings | 66M | 1 | Open | 2022-03-02 | 26k |
| allenai-specter | sentence-transformers | Embeddings | 110M | 1 | Open | 2022-03-02 | 25k |
| specter | allenai | Embeddings | — | 1 | Open | 2022-03-02 | 23k |
| paraphrase-xlm-r-multilingual | sentence-transformers | Embeddings | 278M | 1 | Open | 2022-03-02 | 21k |
| rubert-cased | DeepPavlov | Embeddings | — | 1 | Licence fee | 2022-03-02 | 186k |
Released is when the lead model was first published; downloads are HuggingFace 30-day pulls of the most popular variant — a popularity signal, not an AxForge metric. Licences are shown per model; several need a commercial agreement we can arrange for you.