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1,423 models · 1,213 open weights · 210 API-only · refreshed nightly

Sentence similarity models

Every model in the catalog — open weights you can self-host and API-only models — with licence or API price, estimated VRAM and daily-tracked downloads. Filters update the URL — share any view.

Type
All 1,423 Open weights (self-host) 1,213 API-only 210
Task
All text-generation 735 text-to-image 165 image-text-to-text 110 ASR 82 sentence-similarity 63 text-classification 50 translation 50 feature-extraction 46 image-classification 41 text-to-speech 23 token-classification 22 summarization 9 audio-classification 9 image-segmentation 9 object-detection 7 audio-text-to-text 1 any-to-any 1
Runs on
Any RTX 3060 · 12 GB RTX 4070 · 16 GB RTX 4090 · 24 GB 2 × 24 GB Mac M3 · 24 GB Mac M4 Max · 64 GB
Licence
Size
$
63 models
#ModelParamsContextCommercial use30dMin VRAM
01 all-MiniLM-L6-v2 sentence-transformers · sentence-similarity Open weights 20 M 512 ✓ apache-2.0 177.6 M from 0.6 GB
02 bge-m3 BAAI · sentence-similarity Open weights — 8 K ✓ mit 29.6 M —
03 paraphrase-multilingual-MiniLM-L12-v2 sentence-transformers · sentence-similarity Open weights 120 M 512 ✓ apache-2.0 27.1 M from 1.0 GB
04 all-mpnet-base-v2 sentence-transformers · sentence-similarity Open weights 110 M 512 ✓ apache-2.0 20.5 M from 1.0 GB
05 nomic-embed-text-v1.5 nomic-ai · sentence-similarity Open weights 140 M 2 K ✓ apache-2.0 11.9 M from 1.1 GB
06 multilingual-e5-small intfloat · sentence-similarity Open weights 120 M 512 ✓ mit 9.4 M from 1.0 GB
07 paraphrase-multilingual-mpnet-base-v2 sentence-transformers · sentence-similarity Open weights 280 M 512 ✓ apache-2.0 9.1 M from 1.8 GB
08 multilingual-e5-base intfloat · sentence-similarity Open weights 280 M 512 ✓ mit 4.9 M from 1.8 GB
09 snowflake-arctic-embed-l-v2.0 Snowflake · sentence-similarity Open weights 570 M 8 K ✓ apache-2.0 3.6 M from 3.1 GB
10 bge-base-en-v1.5-course-recommender-v5 datasocietyco · sentence-similarity Open weights 110 M 512 unknown 2.9 M from 1.0 GB
11 all-distilroberta-v1 sentence-transformers · sentence-similarity Open weights 80 M 512 ✓ apache-2.0 2.5 M from 0.9 GB
12 all-MiniLM-L12-v2 sentence-transformers · sentence-similarity Open weights 30 M 512 ✓ apache-2.0 2.5 M from 0.7 GB
13 gte-small thenlper · sentence-similarity Open weights 30 M 512 ✓ mit 2.3 M from 0.6 GB
14 bge-small-en-v1.5-onnx-Q Qdrant · sentence-similarity Open weights — 512 ✓ mit 2.0 M —
15 gte-large-en-v1.5 Alibaba-NLP · sentence-similarity Open weights 430 M 8 K ✓ apache-2.0 1.9 M from 2.5 GB
16 paraphrase-mpnet-base-v2 sentence-transformers · sentence-similarity Open weights 110 M 512 ✓ apache-2.0 1.9 M from 1.0 GB
17 distiluse-base-multilingual-cased-v1 sentence-transformers · sentence-similarity Open weights 130 M 512 ✓ apache-2.0 1.7 M from 1.1 GB
18 all-MiniLM-L6-v2-onnx Qdrant · sentence-similarity Open weights — 512 ✓ apache-2.0 1.6 M —
19 paraphrase-MiniLM-L6-v2 sentence-transformers · sentence-similarity Open weights 20 M 512 ✓ apache-2.0 1.5 M from 0.6 GB
20 multi-qa-mpnet-base-dot-v1 sentence-transformers · sentence-similarity Open weights 110 M 512 unknown 1.5 M from 1.0 GB
21 ko-sroberta-multitask jhgan · sentence-similarity Open weights 110 M 512 unknown 1.3 M from 1.0 GB
22 multilingual-e5-large-onnx Qdrant · sentence-similarity Open weights — 512 ✓ mit 1.2 M —
23 embeddinggemma-300m google · sentence-similarity · gated Open weights 300 M — ⚠ gemma 1.2 M from 1.9 GB
24 USER2-base deepvk · sentence-similarity Open weights 149 M 8 K ✓ apache-2.0 1.1 M from 1.2 GB
25 e5-base-v2 intfloat · sentence-similarity Open weights 110 M 512 ✓ mit 1.0 M from 1.0 GB
26 e5-small-v2 intfloat · sentence-similarity Open weights 30 M 512 ✓ mit 986 K from 0.7 GB
27 sup-SimCSE-VietNamese-phobert-base VoVanPhuc · sentence-similarity Open weights 140 M 256 unknown 978 K from 1.1 GB
28 vietnamese-bi-encoder bkai-foundation-models · sentence-similarity Open weights 130 M 256 ✓ apache-2.0 968 K from 1.1 GB
29 LaBSE sentence-transformers · sentence-similarity Open weights 470 M 512 ✓ apache-2.0 965 K from 2.6 GB
30 e5-base intfloat · sentence-similarity Open weights 110 M 512 ✓ mit 953 K from 1.0 GB
31 paraphrase-MiniLM-L3-v2 sentence-transformers · sentence-similarity Open weights 20 M 512 ✓ apache-2.0 919 K from 0.6 GB
32 bm25 Qdrant · sentence-similarity Open weights — — ✓ apache-2.0 905 K —
33 gte-multilingual-base Alibaba-NLP · sentence-similarity Open weights 310 M 8 K ✓ apache-2.0 883 K from 1.2 GB
34 distiluse-base-multilingual-cased-v2 sentence-transformers · sentence-similarity Open weights 130 M 512 ✓ apache-2.0 879 K from 1.1 GB
35 stsb-bert-tiny-safetensors sentence-transformers-testing · sentence-similarity Open weights <0.1 M 512 unknown 860 K from 0.5 GB
36 text2vec-base-chinese shibing624 · sentence-similarity Open weights 100 M 512 ✓ apache-2.0 855 K from 1.0 GB
37 pubmedbert-base-embeddings NeuML · sentence-similarity Open weights 110 M 512 ✓ apache-2.0 848 K from 1.0 GB
38 nomic-embed-text-v1 nomic-ai · sentence-similarity Open weights 140 M 8 K ✓ apache-2.0 836 K from 1.1 GB
39 ruri-v3-310m cl-nagoya · sentence-similarity Open weights 310 M 8 K ✓ apache-2.0 759 K from 1.9 GB
40 e5-large-v2 intfloat · sentence-similarity Open weights 340 M 512 ✓ mit 737 K from 2.0 GB
41 nomic-embed-text-v2-moe nomic-ai · sentence-similarity Open weights 480 M — ✓ apache-2.0 736 K from 2.7 GB
42 Qwen3-VL-Embedding-8B Qwen · sentence-similarity Open weights 8.1 B — ✓ apache-2.0 690 K from 19.6 GB
43 multi-qa-MiniLM-L6-cos-v1 sentence-transformers · sentence-similarity Open weights 20 M 512 unknown 661 K from 0.6 GB
44 embeddinggemma-300m-ONNX onnx-community · sentence-similarity Open weights 300 M 2 K ⚠ gemma 617 K from 1.2 GB
45 all-roberta-large-v1 sentence-transformers · sentence-similarity Open weights 360 M 512 ✓ apache-2.0 612 K from 2.1 GB
46 nomic-embed-text-v1.5-GGUF nomic-ai · sentence-similarity Open weights 140 M 2 K ✓ apache-2.0 587 K from 0.6 GB
47 gte-large thenlper · sentence-similarity Open weights 340 M 512 ✓ mit 570 K from 1.3 GB
48 paraphrase-multilingual-MiniLM-L12-v2-onnx-Q Qdrant · sentence-similarity Open weights — 512 ✓ apache-2.0 569 K —
49 plamo-embedding-1b pfnet · sentence-similarity Open weights 1.1 B 4 K ✓ apache-2.0 567 K from 3.0 GB
50 snowflake-arctic-embed-xs Snowflake · sentence-similarity Open weights 20 M 512 unknown 531 K from 0.6 GB
VRAM figures are estimates for the smallest available quantization at 8K context — see /methodology. Downloads refresh nightly from the Hugging Face API; API prices (blended 3:1 input:output per 1M tokens) and Artificial Analysis indices from OpenRouter.