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Sentence similarity models

Every model in the catalog with its licence, estimated VRAM and daily-tracked downloads. Filters update the URL — share any view.

Task
All text-generation 410 text-to-image 153 ASR 92 image-text-to-text 89 sentence-similarity 61 feature-extraction 47 translation 47 text-classification 42 image-classification 34 token-classification 27 text-to-speech 12 audio-classification 11 object-detection 11 summarization 9 image-segmentation 9
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
$
61 models
#ModelParamsContextCommercial use30dMin VRAM
01 all-MiniLM-L6-v2 sentence-transformers · sentence-similarity 20 M 512 ✓ apache-2.0 254.1 M from 0.6 GB
02 paraphrase-multilingual-MiniLM-L12-v2 sentence-transformers · sentence-similarity 120 M 512 ✓ apache-2.0 45.9 M from 1.0 GB
03 bge-m3 BAAI · sentence-similarity — 8 K ✓ mit 38.0 M —
04 all-mpnet-base-v2 sentence-transformers · sentence-similarity 110 M 512 ✓ apache-2.0 22.6 M from 1.0 GB
05 nomic-embed-text-v1.5 nomic-ai · sentence-similarity 140 M 2 K ✓ apache-2.0 14.7 M from 1.1 GB
06 multilingual-e5-small intfloat · sentence-similarity 120 M 512 ✓ mit 12.3 M from 1.0 GB
07 paraphrase-multilingual-mpnet-base-v2 sentence-transformers · sentence-similarity 280 M 512 ✓ apache-2.0 9.9 M from 1.8 GB
08 multilingual-e5-base intfloat · sentence-similarity 280 M 512 ✓ mit 7.6 M from 1.8 GB
09 bge-base-en-v1.5-course-recommender-v5 datasocietyco · sentence-similarity 110 M 512 unknown 4.2 M from 1.0 GB
10 all-MiniLM-L12-v2 sentence-transformers · sentence-similarity 30 M 512 ✓ apache-2.0 4.2 M from 0.7 GB
11 nomic-embed-text-v1 nomic-ai · sentence-similarity 140 M 8 K ✓ apache-2.0 3.2 M from 1.1 GB
12 all-distilroberta-v1 sentence-transformers · sentence-similarity 80 M 512 ✓ apache-2.0 2.7 M from 0.9 GB
13 embeddinggemma-300m google · sentence-similarity · gated 300 M — ⚠ gemma 2.6 M from 1.9 GB
14 stsb-bert-tiny-safetensors sentence-transformers-testing · sentence-similarity <0.1 M 512 unknown 1.9 M from 0.5 GB
15 paraphrase-mpnet-base-v2 sentence-transformers · sentence-similarity 110 M 512 ✓ apache-2.0 1.7 M from 1.0 GB
16 nomic-embed-text-v2-moe nomic-ai · sentence-similarity 480 M — ✓ apache-2.0 1.7 M from 2.7 GB
17 e5-large-v2 intfloat · sentence-similarity 340 M 512 ✓ mit 1.6 M from 2.0 GB
18 multi-qa-mpnet-base-dot-v1 sentence-transformers · sentence-similarity 110 M 512 unknown 1.6 M from 1.0 GB
19 paraphrase-MiniLM-L6-v2 sentence-transformers · sentence-similarity 20 M 512 ✓ apache-2.0 1.5 M from 0.6 GB
20 gte-multilingual-base Alibaba-NLP · sentence-similarity 310 M 8 K ✓ apache-2.0 1.4 M from 1.2 GB
21 distiluse-base-multilingual-cased-v2 sentence-transformers · sentence-similarity 130 M 512 ✓ apache-2.0 1.2 M from 1.1 GB
22 bge-small-en-v1.5-onnx-Q Qdrant · sentence-similarity — 512 ✓ apache-2.0 1.2 M —
23 Qwen3-VL-Embedding-2B Qwen · sentence-similarity 2.1 B — ✓ apache-2.0 1.2 M from 5.5 GB
24 Qwen3-VL-Embedding-8B Qwen · sentence-similarity 8.1 B — ✓ apache-2.0 1.2 M from 19.6 GB
25 all-MiniLM-L6-v2-onnx Qdrant · sentence-similarity — 512 ✓ apache-2.0 1.1 M —
26 bm25 Qdrant · sentence-similarity — — ✓ apache-2.0 1.1 M —
27 gte-small thenlper · sentence-similarity 30 M 512 ✓ mit 1.1 M from 0.6 GB
28 bge-micro-v2 TaylorAI · sentence-similarity 20 M 512 ✓ mit 1.1 M from 0.5 GB
29 distiluse-base-multilingual-cased-v1 sentence-transformers · sentence-similarity 130 M 512 ✓ apache-2.0 1.0 M from 1.1 GB
30 gte-large-en-v1.5 Alibaba-NLP · sentence-similarity 430 M 8 K ✓ apache-2.0 1.0 M from 2.5 GB
31 text2vec-base-chinese shibing624 · sentence-similarity 100 M 512 ✓ apache-2.0 992 K from 1.0 GB
32 pubmedbert-base-embeddings NeuML · sentence-similarity 110 M 512 ✓ apache-2.0 951 K from 1.0 GB
33 Octen-Embedding-8B Octen · sentence-similarity 7.6 B 41 K ✓ apache-2.0 929 K from 18.3 GB
34 snowflake-arctic-embed-l-v2.0 Snowflake · sentence-similarity 570 M 8 K ✓ apache-2.0 890 K from 3.1 GB
35 e5-base-v2 intfloat · sentence-similarity 110 M 512 ✓ mit 851 K from 1.0 GB
36 multi-qa-MiniLM-L6-cos-v1 sentence-transformers · sentence-similarity 20 M 512 unknown 799 K from 0.6 GB
37 LaBSE sentence-transformers · sentence-similarity 470 M 512 ✓ apache-2.0 748 K from 2.6 GB
38 e5-base intfloat · sentence-similarity 110 M 512 ✓ mit 706 K from 1.0 GB
39 gte-Qwen2-1.5B-instruct Alibaba-NLP · sentence-similarity 1.8 B 131 K ✓ apache-2.0 671 K from 8.6 GB
40 paraphrase-MiniLM-L3-v2 sentence-transformers · sentence-similarity 20 M 512 ✓ apache-2.0 667 K from 0.6 GB
41 Nemotron-3-Embed-1B-BF16 nvidia · sentence-similarity 1.1 B 262 K other 658 K from 3.2 GB
42 nli-mpnet-base-v2 sentence-transformers · sentence-similarity 110 M 512 ✓ apache-2.0 637 K from 1.0 GB
43 all-roberta-large-v1 sentence-transformers · sentence-similarity 360 M 512 ✓ apache-2.0 636 K from 2.1 GB
44 gte-large thenlper · sentence-similarity 340 M 512 ✓ mit 633 K from 1.3 GB
45 paraphrase-albert-small-v2 sentence-transformers · sentence-similarity 10 M 512 ✓ apache-2.0 565 K from 0.6 GB
46 ko-sroberta-multitask jhgan · sentence-similarity 110 M 512 unknown 559 K from 1.0 GB
47 e5-small-v2 intfloat · sentence-similarity 30 M 512 ✓ mit 552 K from 0.7 GB
48 LaBSE setu4993 · sentence-similarity 471 M 512 ✓ apache-2.0 550 K from 2.6 GB
49 ruri-v3-310m cl-nagoya · sentence-similarity 310 M 8 K ✓ apache-2.0 498 K from 1.9 GB
50 snowflake-arctic-embed-s Snowflake · sentence-similarity 30 M 512 ✓ apache-2.0 496 K from 0.7 GB
VRAM figures are estimates for the smallest available quantization at 8K context — see /methodology. Downloads refresh nightly from the Hugging Face API.