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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 400 text-to-image 150 ASR 89 image-text-to-text 82 sentence-similarity 55 feature-extraction 47 translation 44 text-classification 39 image-classification 32 token-classification 22 text-to-speech 16 audio-classification 12 image-segmentation 8 object-detection 8 summarization 7
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
$
55 models
#ModelParamsContextCommercial use30dMin VRAM
01 all-MiniLM-L6-v2 sentence-transformers · sentence-similarity 20 M 512 ✓ apache-2.0 257.8 M from 0.6 GB
02 paraphrase-multilingual-MiniLM-L12-v2 sentence-transformers · sentence-similarity 120 M 512 ✓ apache-2.0 59.4 M from 1.0 GB
03 bge-m3 BAAI · sentence-similarity — 8 K ✓ mit 35.0 M —
04 all-mpnet-base-v2 sentence-transformers · sentence-similarity 110 M 512 ✓ apache-2.0 25.2 M from 1.0 GB
05 nomic-embed-text-v1.5 nomic-ai · sentence-similarity 140 M 2 K ✓ apache-2.0 15.7 M from 1.1 GB
06 multilingual-e5-small intfloat · sentence-similarity 120 M 512 ✓ mit 15.6 M from 1.0 GB
07 paraphrase-multilingual-mpnet-base-v2 sentence-transformers · sentence-similarity 280 M 512 ✓ apache-2.0 11.5 M from 1.8 GB
08 multilingual-e5-base intfloat · sentence-similarity 280 M 512 ✓ mit 7.2 M from 1.8 GB
09 nomic-embed-text-v1 nomic-ai · sentence-similarity 140 M 8 K ✓ apache-2.0 5.1 M from 1.1 GB
10 all-MiniLM-L12-v2 sentence-transformers · sentence-similarity 30 M 512 ✓ apache-2.0 3.5 M from 0.7 GB
11 paraphrase-MiniLM-L6-v2 sentence-transformers · sentence-similarity 20 M 512 ✓ apache-2.0 2.8 M from 0.6 GB
12 paraphrase-MiniLM-L3-v2 sentence-transformers · sentence-similarity 20 M 512 ✓ apache-2.0 2.6 M from 0.6 GB
13 e5-large-v2 intfloat · sentence-similarity 340 M 512 ✓ mit 2.6 M from 2.0 GB
14 snowflake-arctic-embed-xs Snowflake · sentence-similarity 20 M 512 unknown 2.5 M from 0.6 GB
15 Qwen3-VL-Embedding-8B Qwen · sentence-similarity 8.1 B — ✓ apache-2.0 2.4 M from 19.6 GB
16 all-distilroberta-v1 sentence-transformers · sentence-similarity 80 M 512 ✓ apache-2.0 2.3 M from 0.9 GB
17 embeddinggemma-300m google · sentence-similarity · gated 300 M — ⚠ gemma 2.1 M from 1.9 GB
18 multi-qa-mpnet-base-dot-v1 sentence-transformers · sentence-similarity 110 M 512 unknown 1.9 M from 1.0 GB
19 bge-base-en-v1.5-course-recommender-v5 datasocietyco · sentence-similarity 110 M 512 unknown 1.8 M from 1.0 GB
20 ko-sroberta-multitask jhgan · sentence-similarity 110 M 512 unknown 1.8 M from 1.0 GB
21 stsb-bert-tiny-safetensors sentence-transformers-testing · sentence-similarity 0 M 512 unknown 1.7 M from 0.5 GB
22 gte-large-en-v1.5 Alibaba-NLP · sentence-similarity 430 M 8 K ✓ apache-2.0 1.7 M from 2.5 GB
23 paraphrase-mpnet-base-v2 sentence-transformers · sentence-similarity 110 M 512 ✓ apache-2.0 1.6 M from 1.0 GB
24 nomic-embed-text-v2-moe nomic-ai · sentence-similarity 480 M — ✓ apache-2.0 1.5 M from 2.7 GB
25 snowflake-arctic-embed-l-v2.0 Snowflake · sentence-similarity 570 M 8 K ✓ apache-2.0 1.4 M from 3.1 GB
26 Qwen3-VL-Embedding-2B Qwen · sentence-similarity 2.1 B — ✓ apache-2.0 1.4 M from 5.5 GB
27 gte-multilingual-base Alibaba-NLP · sentence-similarity 310 M 8 K ✓ apache-2.0 1.2 M from 1.2 GB
28 gte-Qwen2-1.5B-instruct Alibaba-NLP · sentence-similarity 1.8 B 131 K ✓ apache-2.0 1.2 M from 8.6 GB
29 e5-base-v2 intfloat · sentence-similarity 110 M 512 ✓ mit 1.1 M from 1.0 GB
30 bge-micro-v2 TaylorAI · sentence-similarity 20 M 512 ✓ mit 1.1 M from 0.5 GB
31 all-MiniLM-L6-v2-onnx Qdrant · sentence-similarity — 512 ✓ apache-2.0 1.1 M —
32 all-roberta-large-v1 sentence-transformers · sentence-similarity 360 M 512 ✓ apache-2.0 1.1 M from 2.1 GB
33 distiluse-base-multilingual-cased-v2 sentence-transformers · sentence-similarity 130 M 512 ✓ apache-2.0 1.1 M from 1.1 GB
34 distiluse-base-multilingual-cased-v1 sentence-transformers · sentence-similarity 130 M 512 ✓ apache-2.0 1.0 M from 1.1 GB
35 e5-base intfloat · sentence-similarity 110 M 512 ✓ mit 990 K from 1.0 GB
36 bm25 Qdrant · sentence-similarity — — ✓ apache-2.0 977 K —
37 gte-large thenlper · sentence-similarity 340 M 512 ✓ mit 897 K from 1.3 GB
38 multi-qa-MiniLM-L6-cos-v1 sentence-transformers · sentence-similarity 20 M 512 unknown 882 K from 0.6 GB
39 pubmedbert-base-embeddings NeuML · sentence-similarity 110 M 512 ✓ apache-2.0 877 K from 1.0 GB
40 text2vec-base-chinese shibing624 · sentence-similarity 100 M 512 ✓ apache-2.0 824 K from 1.0 GB
41 gte-small thenlper · sentence-similarity 30 M 512 ✓ mit 823 K from 0.6 GB
42 bge-small-en-v1.5-onnx-Q Qdrant · sentence-similarity — 512 ✓ apache-2.0 818 K —
43 KR-SBERT-V40K-klueNLI-augSTS snunlp · sentence-similarity — 512 unknown 810 K —
44 LaBSE sentence-transformers · sentence-similarity 470 M 512 ✓ apache-2.0 764 K from 2.6 GB
45 e5-small-v2 intfloat · sentence-similarity 30 M 512 ✓ mit 739 K from 0.7 GB
46 ruri-v3-310m cl-nagoya · sentence-similarity 310 M 8 K ✓ apache-2.0 695 K from 1.9 GB
47 snowflake-arctic-embed-s Snowflake · sentence-similarity 30 M 512 ✓ apache-2.0 584 K from 0.7 GB
48 msmarco-bert-base-dot-v5 sentence-transformers · sentence-similarity 110 M 512 unknown 557 K from 1.0 GB
49 gte-base thenlper · sentence-similarity 110 M 512 ✓ mit 541 K from 0.8 GB
50 bert-base-turkish-cased-mean-nli-stsb-tr emrecan · sentence-similarity 110 M 512 ✓ apache-2.0 495 K from 1.0 GB
VRAM figures are estimates for the smallest available quantization at 8K context — see /methodology. Downloads refresh nightly from the Hugging Face API.